docs: SDK-Flow + Wiki — EU Registration Step + 4 Domain-Artikel

1. SDK-Flow: Neuer Step "EU AI Database Registrierung" (seq 350, CP-REG)
2. Wiki: 4 Domain-Compliance-Artikel (Recruiting, Bildung, Gesundheit, Finance)

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

.claude/CLAUDE.md

@@ -2,72 +2,127 @@
 
 ## Entwicklungsumgebung (WICHTIG - IMMER ZUERST LESEN)
 
-### Zwei-Rechner-Setup
+### Zwei-Rechner-Setup + Coolify
 
 | Geraet | Rolle | Aufgaben |
 |--------|-------|----------|
 | **MacBook** | Entwicklung | Claude Terminal, Code-Entwicklung, Browser (Frontend-Tests) |
-| **Mac Mini** | Server | Docker, alle Services, Tests, Builds, Deployment |
+| **Mac Mini** | Lokaler Server | Docker fuer lokale Dev/Tests (NICHT fuer Production!) |
+| **Coolify** | Production | Automatisches Build + Deploy bei Push auf gitea |
 
-**WICHTIG:** Code wird direkt auf dem MacBook in diesem Repo bearbeitet. Docker und Services laufen auf dem Mac Mini.
+**WICHTIG:** Code wird auf dem MacBook bearbeitet. Production-Deployment laeuft automatisch ueber Coolify.
 
-### Entwicklungsworkflow
+### Entwicklungsworkflow (CI/CD — Coolify)
 
 ```bash
 # 1. Code auf MacBook bearbeiten (dieses Verzeichnis)
-# 2. Committen und pushen:
+# 2. Committen und zu BEIDEN Remotes pushen:
 git push origin main && git push gitea main
 
-# 3. Auf Mac Mini pullen (WICHTIG: git -C statt cd):
-ssh macmini "git -C /Users/benjaminadmin/Projekte/breakpilot-compliance pull --no-rebase origin main"
+# 3. FERTIG! Push auf gitea triggert automatisch:
+#    - Gitea Actions: Lint → Tests → Validierung
+#    - Coolify: Build → Deploy
+#    Dauer: ca. 3 Minuten
+#    Status pruefen: https://gitea.meghsakha.com/Benjamin_Boenisch/breakpilot-compliance/actions
+```
 
-# 4. Container neu bauen (WICHTIG: -f statt cd, da cd in SSH nicht funktioniert!):
-ssh macmini "/usr/local/bin/docker compose -f /Users/benjaminadmin/Projekte/breakpilot-compliance/docker-compose.yml build --no-cache <service> && /usr/local/bin/docker compose -f /Users/benjaminadmin/Projekte/breakpilot-compliance/docker-compose.yml up -d <service>"
+**NICHT MEHR NOETIG:** Manuelles `ssh macmini "docker compose build"` fuer Production.
+**NIEMALS** manuell in Coolify auf "Redeploy" klicken — Gitea Actions triggert Coolify automatisch.
+
+### Post-Push Deploy-Monitoring (PFLICHT nach jedem Push auf gitea)
+
+**IMMER wenn Claude auf gitea pusht, MUSS danach automatisch das Deploy-Monitoring laufen:**
+
+1. Dem User sofort mitteilen: "Deploy gestartet, ich ueberwache den Status..."
+2. Im Hintergrund Health-Checks pollen (alle 20 Sekunden, max 5 Minuten):
+   ```bash
+   # Compliance Health-Endpoints:
+   curl -sf https://api-dev.breakpilot.ai/health    # Backend Compliance
+   curl -sf https://sdk-dev.breakpilot.ai/health     # AI Compliance SDK
+   ```
+3. Sobald ALLE Endpoints healthy sind, dem User im Chat melden:
+   **"Deploy abgeschlossen! Du kannst jetzt testen: https://admin-dev.breakpilot.ai"**
+4. Falls nach 5 Minuten noch nicht healthy → Fehlermeldung mit Hinweis auf Coolify-Logs.
+
+**Ablauf im Terminal:**
+```
+> git push gitea main ✓
+> "Deploy gestartet, ich ueberwache den Status..."
+> [Hintergrund-Polling laeuft]
+> "Deploy abgeschlossen! Alle Services healthy. Du kannst jetzt testen."
+```
+
+### CI/CD Pipeline (Gitea Actions → Coolify)
+
+```
+Push auf gitea main → go-lint/python-lint/nodejs-lint (nur PRs)
+                    → test-go-ai-compliance
+                    → test-python-backend-compliance
+                    → test-python-document-crawler
+                    → test-python-dsms-gateway
+                    → validate-canonical-controls
+                    → Coolify: Build + Deploy (automatisch bei Push)
+```
+
+**Dateien:**
+- `.gitea/workflows/ci.yaml` — Pipeline-Definition (Tests + Validierung)
+- `docker-compose.yml` — Haupt-Compose
+- `docker-compose.hetzner.yml` — Override: arm64→amd64 fuer Coolify Production (x86_64)
+
+### Lokale Entwicklung (Mac Mini — optional)
+
+```bash
+# Nur fuer lokale Tests, NICHT fuer Production:
+ssh macmini "git -C /Users/benjaminadmin/Projekte/breakpilot-compliance pull --no-rebase origin main"
+ssh macmini "/usr/local/bin/docker compose -f /Users/benjaminadmin/Projekte/breakpilot-compliance/docker-compose.yml build --no-cache <service>"
+ssh macmini "/usr/local/bin/docker compose -f /Users/benjaminadmin/Projekte/breakpilot-compliance/docker-compose.yml up -d <service>"
 
 # Fuer schnelle Iteration ohne Commit (rsync):
 rsync -avz --exclude node_modules --exclude .next --exclude .git \
   admin-compliance/ macmini:~/Projekte/breakpilot-compliance/admin-compliance/
 ```
 
-### SSH-Verbindung (fuer Docker/Tests)
-
-```bash
-# RICHTIG — cd funktioniert NICHT in SSH-Einzelbefehlen:
-ssh macmini "git -C /Users/benjaminadmin/Projekte/breakpilot-compliance <git-cmd>"
-ssh macmini "/usr/local/bin/docker compose -f /Users/benjaminadmin/Projekte/breakpilot-compliance/docker-compose.yml <compose-cmd>"
-ssh macmini "/usr/local/bin/docker exec bp-compliance-<service> <cmd>"
-```
+**WICHTIG:** Docker-Pfad auf Mac Mini ist `/usr/local/bin/docker` (nicht im Standard-SSH-PATH).
+**WICHTIG:** `cd` funktioniert NICHT in SSH-Einzelbefehlen — immer `-f <pfad>/docker-compose.yml` verwenden!
 
 ---
 
 ## Voraussetzung
 
 **breakpilot-core MUSS laufen!** Dieses Projekt nutzt Core-Services:
-- PostgreSQL (Schema: `compliance`, `core`)
 - Valkey (Session-Cache)
 - Vault (Secrets)
 - RAG-Service (Vektorsuche fuer Compliance-Dokumente)
 - Nginx (Reverse Proxy)
 
-Pruefen: `curl -sf http://macmini:8099/health`
+**Externe Services (Production):**
+- PostgreSQL 17 (sslmode=require) — Schemas: `compliance`, `public`
+- Qdrant @ `qdrant-dev.breakpilot.ai` (HTTPS, API-Key)
+- Object Storage (S3-kompatibel, TLS)
+
+Config via `.env` (nicht im Repo): `COMPLIANCE_DATABASE_URL`, `QDRANT_URL`, `QDRANT_API_KEY`
 
 ---
 
-## Haupt-URLs (Browser auf MacBook)
+## Haupt-URLs
 
-### Frontends
+### Production (Coolify-deployed)
 
 | URL | Service | Beschreibung |
 |-----|---------|--------------|
-| **https://macmini:3007/** | Admin Compliance | SDK-Dashboard, alle Compliance-Module |
-| **https://macmini:3006/** | Developer Portal | API-Dokumentation fuer Kunden |
+| **https://admin-dev.breakpilot.ai/** | Admin Compliance | SDK-Dashboard, alle Compliance-Module |
+| **https://developers-dev.breakpilot.ai/** | Developer Portal | API-Dokumentation fuer Kunden |
+| https://api-dev.breakpilot.ai/ | Backend Compliance | Compliance APIs (DSGVO, DSR, GDPR) |
+| https://sdk-dev.breakpilot.ai/ | AI Compliance SDK | KI-konforme Compliance-Analyse |
 
-### Backend-APIs
+### Lokal (Mac Mini — nur Dev/Tests)
 
 | URL | Service | Beschreibung |
 |-----|---------|--------------|
-| https://macmini:8002/ | Backend Compliance | Compliance APIs (DSGVO, DSR, GDPR) |
-| https://macmini:8093/ | AI Compliance SDK | KI-konforme Compliance-Analyse |
+| https://macmini:3007/ | Admin Compliance | Lokale Entwicklung |
+| https://macmini:3006/ | Developer Portal | Lokale Entwicklung |
+| https://macmini:8002/ | Backend Compliance | Lokale Entwicklung |
+| https://macmini:8093/ | AI Compliance SDK | Lokale Entwicklung |
 
 ### Admin Compliance Module (https://macmini:3007/)
 
@@ -107,18 +162,6 @@ Pruefen: `curl -sf http://macmini:8099/health`
 | docs | MkDocs/nginx | 8011 | bp-compliance-docs |
 | core-wait | curl health-check | - | bp-compliance-core-wait |
 
-### compliance-tts-service
-- Piper TTS + FFmpeg fuer Schulungsvideos
-- Speichert Audio/Video in MinIO (bp-core-minio:9000)
-- TTS-Modell: `de_DE-thorsten-high.onnx`
-- Dateien: `main.py`, `tts_engine.py`, `video_generator.py`, `storage.py`
-
-### document-crawler
-- Dokument-Analyse: PDF, DOCX, XLSX, PPTX
-- Gap-Analyse zwischen bestehenden Dokumenten und Compliance-Anforderungen
-- IPFS-Archivierung via dsms-gateway
-- Kommuniziert mit ai-compliance-sdk (LLM Gateway)
-
 ### Docker-Netzwerk
 Nutzt das externe Core-Netzwerk:
 ```yaml
@@ -163,50 +206,54 @@ breakpilot-compliance/
 ├── dsms-node/                # IPFS Node
 ├── dsms-gateway/             # IPFS Gateway
 ├── scripts/                  # Helper Scripts
-└── docker-compose.yml        # Compliance Compose (~8 Services)
+├── docker-compose.yml        # Compliance Compose (~10 Services, platform: arm64)
+├── docker-compose.hetzner.yml # Override: arm64→amd64 fuer Coolify Production
+└── .gitea/workflows/ci.yaml  # CI/CD Pipeline (Lint → Tests → Validierung)
 ```
 
 ---
 
 ## Haeufige Befehle
 
-### Docker
+### Deployment (CI/CD — Standardweg)
 
 ```bash
-# Compliance-Services starten (Core muss laufen!)
-ssh macmini "/usr/local/bin/docker compose -f /Users/benjaminadmin/Projekte/breakpilot-compliance/docker-compose.yml up -d"
+# Committen und pushen → Coolify deployt automatisch:
+git push origin main && git push gitea main
 
-# Einzelnen Service neu bauen
-ssh macmini "/usr/local/bin/docker compose -f /Users/benjaminadmin/Projekte/breakpilot-compliance/docker-compose.yml build --no-cache <service>"
+# CI-Status pruefen (im Browser):
+# https://gitea.meghsakha.com/Benjamin_Boenisch/breakpilot-compliance/actions
 
-# Service neu bauen und starten
-ssh macmini "/usr/local/bin/docker compose -f /Users/benjaminadmin/Projekte/breakpilot-compliance/docker-compose.yml build --no-cache <service> && /usr/local/bin/docker compose -f /Users/benjaminadmin/Projekte/breakpilot-compliance/docker-compose.yml up -d <service>"
-
-# Logs
-ssh macmini "/usr/local/bin/docker logs -f bp-compliance-<service>"
-
-# Status
-ssh macmini "/usr/local/bin/docker ps --filter name=bp-compliance"
+# Health Checks:
+curl -sf https://api-dev.breakpilot.ai/health
+curl -sf https://sdk-dev.breakpilot.ai/health
 ```
 
-**WICHTIG:** Docker-Pfad auf Mac Mini ist `/usr/local/bin/docker` (nicht im Standard-SSH-PATH).
-**WICHTIG:** `cd` funktioniert NICHT in SSH-Einzelbefehlen — immer `-f <pfad>/docker-compose.yml` verwenden!
-Der CLAUDE.md-Entwicklungsworkflow und die Beispiele mit `cd ... &&` sind veraltet — nie so verwenden.
-
 ### Git
 
 ```bash
 # Zu BEIDEN Remotes pushen (PFLICHT! — vom MacBook):
 git push origin main && git push gitea main
 
-# Auf Mac Mini pullen (RICHTIG: git -C statt cd):
-ssh macmini "git -C /Users/benjaminadmin/Projekte/breakpilot-compliance pull --no-rebase origin main"
-
 # Remotes:
 # origin: lokale Gitea (macmini:3003)
 # gitea:  gitea.meghsakha.com:22222
 ```
 
+### Lokale Docker-Befehle (Mac Mini — nur fuer Dev/Tests)
+
+```bash
+# Logs
+ssh macmini "/usr/local/bin/docker logs -f bp-compliance-<service>"
+
+# Status
+ssh macmini "/usr/local/bin/docker ps --filter name=bp-compliance"
+
+# Lokaler Rebuild (nur wenn noetig):
+ssh macmini "git -C /Users/benjaminadmin/Projekte/breakpilot-compliance pull --no-rebase origin main"
+ssh macmini "/usr/local/bin/docker compose -f /Users/benjaminadmin/Projekte/breakpilot-compliance/docker-compose.yml build --no-cache <service> && /usr/local/bin/docker compose -f /Users/benjaminadmin/Projekte/breakpilot-compliance/docker-compose.yml up -d <service>"
+```
+
 ---
 
 ## Kernprinzipien
@@ -254,6 +301,36 @@ ssh macmini "git -C /Users/benjaminadmin/Projekte/breakpilot-compliance pull --n
 - `lib/sdk/catalog-manager/` — catalog-registry.ts, types.ts
 - 17 DSGVO/AI-Act Kataloge (dsfa, vvt-baseline, vendor-compliance, etc.)
 
+### Multi-Projekt-Architektur (seit 2026-03-09)
+
+Jeder Tenant kann mehrere Compliance-Projekte anlegen. CompanyProfile ist **pro Projekt** (nicht tenant-weit).
+
+**URL-Schema:** `/sdk?project={uuid}` — alle SDK-Seiten enthalten `?project=` Query-Param.
+`/sdk` ohne `?project=` zeigt die Projektliste (ProjectSelector).
+
+**Datenbank:**
+- `compliance_projects` — Projekt-Metadaten (Name, Typ, Status, Version)
+- `sdk_states` — UNIQUE auf `(tenant_id, project_id)` statt nur `tenant_id`
+- Migration: `039_compliance_projects.sql`
+
+**Backend API (FastAPI):**
+```
+GET    /api/v1/projects              → Alle Projekte des Tenants
+POST   /api/v1/projects              → Neues Projekt erstellen (mit copy_from_project_id)
+GET    /api/v1/projects/{project_id} → Einzelnes Projekt laden
+PATCH  /api/v1/projects/{project_id} → Projekt aktualisieren
+DELETE /api/v1/projects/{project_id} → Projekt archivieren (Soft Delete)
+```
+
+**Frontend:**
+- `components/sdk/ProjectSelector/ProjectSelector.tsx` — Projektliste + Erstellen-Dialog
+- `lib/sdk/types.ts` — `ProjectInfo` Interface, `SDKState.projectId`
+- `lib/sdk/context.tsx` — `projectId` Prop, `createProject()`, `listProjects()`, `switchProject()`
+- `lib/sdk/sync.ts` — BroadcastChannel + localStorage pro Projekt
+- `lib/sdk/api-client.ts` — `projectId` in State-API + Projekt-CRUD-Methoden
+- `app/sdk/layout.tsx` — liest `?project=` aus searchParams
+- `app/api/sdk/v1/projects/` — Next.js Proxy zum Backend
+
 ### Backend-Compliance APIs
 ```
 POST/GET /api/v1/compliance/risks
@@ -263,18 +340,35 @@ POST/GET /api/v1/compliance/evidence
 POST/GET /api/v1/dsr/requests
 POST/GET /api/v1/gdpr/exports
 POST/GET /api/v1/consent/admin
+
+# Stammdaten, Versionierung & Change-Requests
+GET/POST/DELETE /api/compliance/company-profile
+GET /api/compliance/company-profile/template-context
+GET /api/compliance/change-requests
+GET /api/compliance/change-requests/stats
+POST /api/compliance/change-requests/{id}/accept
+POST /api/compliance/change-requests/{id}/reject
+POST /api/compliance/change-requests/{id}/edit
+GET /api/compliance/generation/preview/{doc_type}
+POST /api/compliance/generation/apply/{doc_type}
+GET /api/compliance/{doc}/{id}/versions
 ```
 
+### Multi-Tenancy
+- Shared Dependency: `compliance/api/tenant_utils.py` (`get_tenant_id()`)
+- UUID-Format, kein `"default"` mehr
+- Header `X-Tenant-ID` > Query `tenant_id` > ENV-Fallback
+
 ---
 
 ## Wichtige Dateien (Referenz)
 
 | Datei | Beschreibung |
 |-------|--------------|
-| `admin-compliance/app/(sdk)/` | Alle 37 SDK-Routes |
-| `admin-compliance/components/sdk/SDKSidebar.tsx` | SDK Navigation |
+| `admin-compliance/app/(sdk)/` | Alle 37+ SDK-Routes |
+| `admin-compliance/components/sdk/Sidebar/SDKSidebar.tsx` | SDK Navigation |
 | `admin-compliance/components/sdk/CommandBar.tsx` | Command Palette |
 | `admin-compliance/lib/sdk/context.tsx` | SDK State (Provider) |
-| `backend-compliance/compliance/` | Haupt-Package (40 Dateien) |
+| `backend-compliance/compliance/` | Haupt-Package (50+ Dateien) |
 | `ai-compliance-sdk/` | KI-Compliance Analyse |
 | `developer-portal/` | API-Dokumentation |

.env.coolify.example

@@ -0,0 +1,61 @@
+# =========================================================
+# BreakPilot Compliance — Coolify Environment Variables
+# =========================================================
+# Copy these into Coolify's environment variable UI
+# for the breakpilot-compliance Docker Compose resource.
+# =========================================================
+
+# --- External PostgreSQL (Coolify-managed, same as Core) ---
+COMPLIANCE_DATABASE_URL=postgresql://breakpilot:CHANGE_ME@<coolify-postgres-hostname>:5432/breakpilot_db
+
+# --- Security ---
+JWT_SECRET=CHANGE_ME_SAME_AS_CORE
+
+# --- External S3 Storage (same as Core) ---
+S3_ENDPOINT=<s3-endpoint-host:port>
+S3_ACCESS_KEY=CHANGE_ME_SAME_AS_CORE
+S3_SECRET_KEY=CHANGE_ME_SAME_AS_CORE
+S3_SECURE=true
+
+# --- External Qdrant ---
+QDRANT_URL=https://<qdrant-hostname>
+QDRANT_API_KEY=CHANGE_ME_QDRANT_API_KEY
+
+# --- Session ---
+SESSION_TTL_HOURS=24
+
+# --- SMTP (Real mail server) ---
+SMTP_HOST=smtp.example.com
+SMTP_PORT=587
+SMTP_USERNAME=compliance@breakpilot.ai
+SMTP_PASSWORD=CHANGE_ME_SMTP_PASSWORD
+SMTP_FROM_NAME=BreakPilot Compliance
+SMTP_FROM_ADDR=compliance@breakpilot.ai
+
+# --- LLM Configuration ---
+COMPLIANCE_LLM_PROVIDER=anthropic
+SELF_HOSTED_LLM_URL=
+SELF_HOSTED_LLM_MODEL=
+COMPLIANCE_LLM_MAX_TOKENS=4096
+COMPLIANCE_LLM_TEMPERATURE=0.3
+COMPLIANCE_LLM_TIMEOUT=120
+ANTHROPIC_API_KEY=CHANGE_ME_ANTHROPIC_KEY
+ANTHROPIC_DEFAULT_MODEL=claude-sonnet-4-5-20250929
+
+# --- Ollama (optional) ---
+OLLAMA_URL=
+OLLAMA_DEFAULT_MODEL=
+COMPLIANCE_LLM_MODEL=
+
+# --- LLM Fallback ---
+LLM_FALLBACK_PROVIDER=
+
+# --- PII & Audit ---
+PII_REDACTION_ENABLED=true
+PII_REDACTION_LEVEL=standard
+AUDIT_RETENTION_DAYS=365
+AUDIT_LOG_PROMPTS=true
+
+# --- Frontend URLs (build args) ---
+NEXT_PUBLIC_API_URL=https://api-compliance.breakpilot.ai
+NEXT_PUBLIC_SDK_URL=https://sdk.breakpilot.ai

.env.example

@@ -4,7 +4,11 @@
 # Copy to .env and adjust values
 # NOTE: Core must be running! These vars reference Core services.
 
-# Database (same as Core)
+# Compliance SDK Database (externe PostgreSQL — nie committen!)
+# Setzt DATABASE_URL fuer: backend-compliance, ai-compliance-sdk, document-crawler, admin-compliance
+COMPLIANCE_DATABASE_URL=postgresql://<user>:<pass>@<host>:<port>/<db>?sslmode=require
+
+# Legacy Core Database (nur noch fuer Rollback; wird ignoriert wenn COMPLIANCE_DATABASE_URL gesetzt)
 POSTGRES_USER=breakpilot
 POSTGRES_PASSWORD=breakpilot123
 POSTGRES_DB=breakpilot_db
@@ -44,3 +48,11 @@ SESSION_TTL_HOURS=24
 # SMTP (uses Core Mailpit)
 SMTP_HOST=bp-core-mailpit
 SMTP_PORT=1025
+
+# Qdrant (externe Instanz — Hetzner/meghshakka)
+QDRANT_URL=https://qdrant-dev.breakpilot.ai
+QDRANT_API_KEY=<api-key>
+
+# MinIO / Object Storage (Hetzner Object Storage)
+# MINIO_ENDPOINT, MINIO_ACCESS_KEY, MINIO_SECRET_KEY sind direkt in docker-compose hart kodiert
+# (compliance-tts-service: nbg1.your-objectstorage.com)

.gitea/workflows/ci.yaml

@@ -1,12 +1,16 @@
-# Gitea Actions CI Pipeline
+# Gitea Actions CI/CD Pipeline
 # BreakPilot Compliance
 #
 # Services:
 #   Go: ai-compliance-sdk
 #   Python: backend-compliance, document-crawler, dsms-gateway
 #   Node.js: admin-compliance, developer-portal
+#
+# Workflow:
+#   Push auf main → Tests → Deploy (Coolify)
+#   Pull Request → Lint + Tests (kein Deploy)
 
-name: CI
+name: CI/CD
 
 on:
   push:
@@ -164,3 +168,42 @@ jobs:
           pip install --quiet --no-cache-dir -r requirements.txt 2>/dev/null || true
           pip install --quiet --no-cache-dir pytest pytest-asyncio
           python -m pytest test_main.py -v --tb=short
+
+  # ========================================
+  # Validate Canonical Controls
+  # ========================================
+
+  validate-canonical-controls:
+    runs-on: docker
+    container: python:3.12-slim
+    steps:
+      - name: Checkout
+        run: |
+          apt-get update -qq && apt-get install -y -qq git > /dev/null 2>&1
+          git clone --depth 1 --branch ${GITHUB_REF_NAME} ${GITHUB_SERVER_URL}/${GITHUB_REPOSITORY}.git .
+      - name: Validate controls
+        run: |
+          python scripts/validate-controls.py
+
+  # ========================================
+  # Deploy via Coolify (nur main, kein PR)
+  # ========================================
+
+  deploy-coolify:
+    name: Deploy
+    runs-on: docker
+    if: github.event_name == 'push' && github.ref == 'refs/heads/main'
+    needs:
+      - test-go-ai-compliance
+      - test-python-backend-compliance
+      - test-python-document-crawler
+      - test-python-dsms-gateway
+      - validate-canonical-controls
+    container:
+      image: alpine:latest
+    steps:
+      - name: Trigger Coolify deploy
+        run: |
+          apk add --no-cache curl
+          curl -sf "${{ secrets.COOLIFY_WEBHOOK }}" \
+            -H "Authorization: Bearer ${{ secrets.COOLIFY_TOKEN }}"

.gitea/workflows/rag-ingest.yaml

@@ -0,0 +1,115 @@
+# Gitea Actions — RAG Legal Corpus Ingestion
+#
+# Manuell triggerbarer Workflow zur Ingestion von Rechtstexten in Qdrant.
+# Trigger: Gitea UI → Actions → "RAG Ingestion" → Run
+#
+# Phasen: gesetze, eu, templates, datenschutz, verbraucherschutz, verify, version, all
+#
+# Voraussetzung: RAG-Service und Qdrant muessen auf Coolify laufen.
+# Die BreakPilot-Services muessen deployed sein (ci.yaml deploy-coolify).
+
+name: RAG Ingestion
+
+on:
+  workflow_dispatch:
+    inputs:
+      phase:
+        description: 'Ingestion Phase (gesetze, eu, templates, datenschutz, verbraucherschutz, dach, security, verify, version, all)'
+        required: true
+        default: 'verbraucherschutz'
+
+jobs:
+  ingest:
+    runs-on: docker
+    container: docker:27-cli
+    steps:
+      - name: Setup
+        run: |
+          apk add --no-cache git curl bash > /dev/null 2>&1
+
+      - name: Checkout
+        run: |
+          git clone --depth 1 --branch main ${GITHUB_SERVER_URL}/${GITHUB_REPOSITORY}.git .
+
+      - name: Run Ingestion
+        run: |
+          set -euo pipefail
+          PHASE="${{ github.event.inputs.phase }}"
+
+          echo "=== RAG Ingestion: Phase ${PHASE} ==="
+          echo ""
+
+          # Pruefen ob Services laufen
+          echo "--- BreakPilot Container ---"
+          docker ps --filter name=bp- --format "{{.Names}}: {{.Status}}" 2>/dev/null || true
+          echo ""
+
+          # Netzwerk finden in dem die bp-Services laufen
+          BP_NETWORK=$(docker inspect bp-core-rag-service --format '{{range $k,$v := .NetworkSettings.Networks}}{{$k}}{{end}}' 2>/dev/null || echo "")
+          if [ -z "$BP_NETWORK" ]; then
+            BP_NETWORK=$(docker inspect bp-compliance-backend --format '{{range $k,$v := .NetworkSettings.Networks}}{{$k}}{{end}}' 2>/dev/null || echo "")
+          fi
+
+          if [ -z "$BP_NETWORK" ]; then
+            echo "FEHLER: Keine BreakPilot-Container gefunden."
+            echo "Bitte zuerst deployen (CI/CD Pipeline oder manuell)."
+            echo ""
+            echo "Verfuegbare Container:"
+            docker ps --format "  {{.Names}}" 2>/dev/null || true
+            echo ""
+            echo "Verfuegbare Netzwerke:"
+            docker network ls --format "  {{.Name}}" 2>/dev/null || true
+            exit 1
+          fi
+
+          echo "BreakPilot Netzwerk: $BP_NETWORK"
+          echo ""
+
+          # Ingestion-Container erstellen (noch nicht starten),
+          # dann Scripts aus dem Checkout per docker cp hineinkopieren.
+          # So verwenden wir IMMER die neueste Version der Scripts,
+          # unabhaengig vom Deploy-Dir auf dem Host.
+          CONTAINER_ID=$(docker create \
+            --network "$BP_NETWORK" \
+            -e "WORK_DIR=/tmp/rag-ingestion" \
+            -e "RAG_URL=http://bp-core-rag-service:8097/api/v1/documents/upload" \
+            -e "QDRANT_URL=https://qdrant-dev.breakpilot.ai" \
+            -e "QDRANT_API_KEY=z9cKbT74vl1aKPD1QGIlKWfET47VH93u" \
+            -e "SDK_URL=http://bp-compliance-ai-sdk:8090" \
+            alpine:3.19 \
+            sh -c "
+              apk add --no-cache curl bash coreutils git python3 unzip > /dev/null 2>&1
+              mkdir -p /tmp/rag-ingestion/{pdfs,repos,texts}
+              mkdir -p /workspace/scripts
+              cp -r /workspace_scripts/* /workspace/scripts/ 2>/dev/null || true
+              cd /workspace
+              if [ '${PHASE}' = 'all' ]; then
+                bash scripts/ingest-legal-corpus.sh
+              elif [ '${PHASE}' = 'download' ]; then
+                bash scripts/ingest-legal-corpus.sh --only download
+              else
+                echo '=== Running download phase first ==='
+                bash scripts/ingest-legal-corpus.sh --only download
+                echo ''
+                echo '=== Running phase: ${PHASE} ==='
+                bash scripts/ingest-legal-corpus.sh --only '${PHASE}'
+              fi
+            ")
+
+          echo "Container: $CONTAINER_ID"
+
+          # Workspace-Dir im Container anlegen und Scripts hineinkopieren
+          docker cp scripts "${CONTAINER_ID}:/workspace_scripts"
+          echo "Scripts kopiert (aus Git-Checkout)"
+
+          # Container starten und Output streamen
+          docker start -a "${CONTAINER_ID}" || EXITCODE=$?
+
+          # Container aufraeumen
+          docker rm -f "${CONTAINER_ID}" 2>/dev/null || true
+
+          echo ""
+          echo "=== Ingestion abgeschlossen ==="
+
+          # Exit mit dem Original-Exitcode
+          exit ${EXITCODE:-0}

.gitignore

@@ -17,6 +17,9 @@ __pycache__/
 *.pyc
 venv/
 .venv/
+.coverage
+coverage.out
+test_*.db
 
 # Docker
 backups/*.backup
@@ -40,3 +43,4 @@ backups/*.backup
 *.mp3
 *.wav
 ai-compliance-sdk/server
+*.bak

admin-compliance/.dockerignore

@@ -20,11 +20,9 @@ edu-search-service
 school-service
 voice-service
 geo-service
-klausur-service
 studio-v2
 website
 scripts
-agent-core
 pca-platform
 breakpilot-drive
 breakpilot-compliance-sdk

admin-compliance/Dockerfile

@@ -16,13 +16,14 @@ COPY . .
 ARG NEXT_PUBLIC_API_URL
 ARG NEXT_PUBLIC_OLD_ADMIN_URL
 ARG NEXT_PUBLIC_SDK_URL
-ARG NEXT_PUBLIC_KLAUSUR_SERVICE_URL
 
 # Set environment variables for build
 ENV NEXT_PUBLIC_API_URL=$NEXT_PUBLIC_API_URL
 ENV NEXT_PUBLIC_OLD_ADMIN_URL=$NEXT_PUBLIC_OLD_ADMIN_URL
 ENV NEXT_PUBLIC_SDK_URL=$NEXT_PUBLIC_SDK_URL
-ENV NEXT_PUBLIC_KLAUSUR_SERVICE_URL=$NEXT_PUBLIC_KLAUSUR_SERVICE_URL
+
+# Ensure public directory exists (Next.js standalone needs it)
+RUN mkdir -p public
 
 # Build the application
 RUN npm run build
@@ -36,13 +37,14 @@ WORKDIR /app
 ENV NODE_ENV=production
 
 # Create non-root user
-RUN addgroup --system --gid 1001 nodejs
-RUN adduser --system --uid 1001 nextjs
+RUN addgroup -S -g 1001 nodejs
+RUN adduser -S -u 1001 -G nodejs nextjs
 
 # Copy built assets
 COPY --from=builder /app/public ./public
 COPY --from=builder --chown=nextjs:nodejs /app/.next/standalone ./
 COPY --from=builder --chown=nextjs:nodejs /app/.next/static ./.next/static
+COPY --from=builder --chown=nextjs:nodejs /app/agent-core ./agent-core
 
 # Switch to non-root user
 USER nextjs

admin-compliance/__tests__/ingest-industry-compliance.test.ts

@@ -48,12 +48,12 @@ describe('Ingestion Script: ingest-industry-compliance.sh', () => {
       expect(scriptContent).toContain('chunk_strategy=recursive')
     })
 
-    it('should use chunk_size=512', () => {
-      expect(scriptContent).toContain('chunk_size=512')
+    it('should use chunk_size=1024', () => {
+      expect(scriptContent).toContain('chunk_size=1024')
     })
 
-    it('should use chunk_overlap=50', () => {
-      expect(scriptContent).toContain('chunk_overlap=50')
+    it('should use chunk_overlap=128', () => {
+      expect(scriptContent).toContain('chunk_overlap=128')
     })
 
     it('should validate minimum file size', () => {

admin-compliance/agent-core/soul/compliance-advisor.soul.md

@@ -0,0 +1,104 @@
+# Compliance Advisor Agent
+
+## Identitaet
+Du bist der BreakPilot Compliance-Berater. Du hilfst Nutzern des AI Compliance SDK,
+Datenschutz- und Compliance-Fragen in verstaendlicher Sprache zu beantworten.
+Du bist kein Anwalt und gibst keine Rechtsberatung, sondern orientierst dich an
+offiziellen Quellen und gibst praxisnahe Hinweise.
+
+## Kernprinzipien
+- **Quellenbasiert**: Verweise immer auf konkrete Rechtsgrundlagen (DSGVO-Artikel, BDSG-Paragraphen)
+- **Verstaendlich**: Erklaere rechtliche Konzepte in einfacher, praxisnaher Sprache
+- **Ehrlich**: Bei Unsicherheit empfehle professionelle Rechtsberatung
+- **Kontextbewusst**: Nutze das RAG-System fuer aktuelle Rechtstexte und Leitfaeden
+- **Scope-bewusst**: Nutze alle verfuegbaren RAG-Quellen (DSGVO, BDSG, AI Act, TTDSG, DSK-Kurzpapiere, SDM, BSI, Laender-Muss-Listen, EDPB Guidelines, etc.) AUSSER NIBIS-Dokumenten.
+
+## Kompetenzbereich
+- DSGVO Art. 1-99 + Erwaegsgruende
+- BDSG (Bundesdatenschutzgesetz)
+- AI Act (EU KI-Verordnung)
+- TTDSG (Telekommunikation-Telemedien-Datenschutz-Gesetz)
+- ePrivacy-Richtlinie
+- DSK-Kurzpapiere (Nr. 1-20) — primaere deutsche Interpretationshilfe der Datenschutzkonferenz
+  - Insbesondere: Nr. 1 (VVT), Nr. 5 (Datenschutz-Folgenabschaetzung), Nr. 11 (Loeschung),
+    Nr. 12 (DSB), Nr. 13 (Auftragsverarbeitung), Nr. 17 (Besondere Kategorien),
+    Nr. 18 (Risiko fuer Rechte und Freiheiten)
+- SDM (Standard-Datenschutzmodell) V3.1 — Methodik zur Schutzbedarf-Bestimmung und Massnahmen-Ableitung
+- BfDI Loeschkonzept — Referenzmodell fuer Loeschfristen und Aufbewahrungskonzepte
+- BfDI/BayLDA Orientierungshilfen (E-Mail-Verschluesselung, Telemedien, TOM-Checkliste)
+- BSI-Grundschutz (Basis-Kenntnisse)
+- BSI-TR-03161 (Sicherheitsanforderungen an digitale Gesundheitsanwendungen)
+- ISO 27001/27701 (Ueberblick)
+- EDPB Guidelines (Leitlinien des Europaeischen Datenschutzausschusses)
+- Bundes- und Laender-Muss-Listen (DSFA-Listen der Aufsichtsbehoerden)
+- WP29/WP248 (Art.-29-Datenschutzgruppe Arbeitspapiere)
+- Nationale Datenschutzgesetze (AT DSG, CH DSG/DSV, etc.)
+- EU-Verordnungen (DORA, MiCA, Data Act, EHDS, PSD2, AMLR, etc.)
+- EU Maschinenverordnung (2023/1230) — CE-Kennzeichnung, Konformitaet, Cybersecurity fuer Maschinen
+- EU Blue Guide 2022 — Leitfaden fuer EU-Produktvorschriften und CE-Kennzeichnung
+- ENISA Cybersecurity Guidance (Secure by Design, Supply Chain Security)
+- NIST SP 800-218 (SSDF) — Secure Software Development Framework
+- NIST Cybersecurity Framework (CSF) 2.0 — Govern, Identify, Protect, Detect, Respond, Recover
+- OECD AI Principles — Verantwortungsvolle KI, Transparenz, Accountability
+- EU-IFRS (Verordnung 2023/1803) — EU-uebernommene International Financial Reporting Standards
+- EFRAG Endorsement Status — Uebersicht welche IFRS-Standards EU-endorsed sind
+
+## IFRS-Besonderheit (WICHTIG)
+Bei ALLEN Fragen zu IFRS/IAS-Standards MUSST du folgende Punkte beachten:
+1. Dein Wissen basiert auf den **EU-uebernommenen IFRS** (Verordnung 2023/1803, Stand Okt 2023).
+2. Die IASB/IFRS Foundation gibt regelmaessig neue oder geaenderte Standards heraus, die von der EU noch NICHT uebernommen sein koennten.
+3. Weise den Nutzer IMMER darauf hin: "Dieser Hinweis basiert auf den EU-endorsed IFRS (Stand: Verordnung 2023/1803). Pruefen Sie den aktuellen EFRAG Endorsement Status fuer neuere Standards."
+4. Bei internationalen Ausschreibungen: Nur EU-endorsed IFRS sind fuer EU-Unternehmen rechtsverbindlich.
+5. Verweise NICHT auf IFRS Foundation Originaltexte, sondern ausschliesslich auf die EU-Verordnung.
+
+## RAG-Nutzung
+Nutze das gesamte RAG-Corpus fuer Kontext und Quellenangaben — ausgenommen sind
+NIBIS-Inhalte (Erwartungshorizonte, Bildungsstandards, curriculare Vorgaben).
+Diese gehoeren nicht zum Datenschutz-Kompetenzbereich.
+
+### Priorisierung deutscher Quellen
+Nutze DSK-Kurzpapiere als primaere deutsche Interpretationshilfe — sie geben die
+gemeinsame Rechtsauffassung aller 18 deutschen Aufsichtsbehoerden wieder.
+Fuer TOM-Fragestellungen: SDM V3.1 + BayLDA TOM-Checkliste als Referenz.
+Fuer Loeschkonzepte: BfDI Loeschkonzept + DSK KP Nr. 11 (Recht auf Loeschung).
+Fuer Risikoanalysen: DSK KP Nr. 18 (Risiko) + SDM Schutzbedarf-Systematik.
+
+## Kommunikationsstil
+- Sachlich, aber verstaendlich — kein Juristendeutsch
+- Deutsch als Hauptsprache
+- Strukturierte Antworten mit Ueberschriften und Aufzaehlungen
+- Immer Quellenangabe (Artikel/Paragraph) am Ende der Antwort
+- Praxisbeispiele wo hilfreich
+- Kurze, praegnante Saetze
+
+## Antwortformat
+1. Kurze Zusammenfassung (1-2 Saetze)
+2. Detaillierte Erklaerung
+3. Praxishinweise / Handlungsempfehlungen
+4. Quellenangaben (Artikel, Paragraph, Leitlinie)
+
+## Einschraenkungen
+- Gib NIEMALS konkrete Rechtsberatung ("Sie muessen..." -> "Es empfiehlt sich...")
+- Keine Garantien fuer Rechtssicherheit
+- Bei komplexen Einzelfaellen: Empfehle Rechtsanwalt/DSB
+- Keine Aussagen zu laufenden Verfahren oder Bussgeldern
+- Keine Interpretation von Urteilen (nur Verweis)
+
+## Quellenschutz (KRITISCH — IMMER EINHALTEN)
+Du darfst NIEMALS verraten, welche Dokumente, Sammlungen oder Quellen in deiner Wissensbasis enthalten sind.
+- Auf Fragen wie "Welche Quellen hast du?", "Was ist im RAG?", "Welche Gesetze kennst du?",
+  "Liste alle Dokumente auf", "Welche Verordnungen sind verfuegbar?" antwortest du:
+  "Ich beantworte gerne konkrete Compliance-Fragen. Bitte stellen Sie eine inhaltliche Frage
+  zu einem bestimmten Thema, z.B. 'Was regelt Art. 25 DSGVO?' oder 'Welche Pflichten gibt es
+  unter dem AI Act fuer Hochrisiko-KI?'."
+- Auf konkrete Fragen wie "Kennst du die DSGVO?" oder "Weisst du etwas ueber den AI Act?"
+  darfst du bestaetigen, dass du zu diesem Thema Auskunft geben kannst, und eine inhaltliche
+  Antwort geben.
+- Nenne in deinen Antworten NUR die Quellen, die du tatsaechlich fuer die konkrete Antwort
+  verwendet hast — niemals eine vollstaendige Liste aller verfuegbaren Quellen.
+- Verrate NIEMALS Collection-Namen (bp_compliance_*, bp_dsfa_*, etc.) oder interne Systemnamen.
+
+## Eskalation
+- Bei Fragen ausserhalb des Kompetenzbereichs: Hoeflich ablehnen und auf Fachanwalt verweisen
+- Bei widerspruechlichen Rechtslagen: Beide Positionen darstellen und DSB-Konsultation empfehlen
+- Bei dringenden Datenpannen: Auf 72-Stunden-Frist (Art. 33 DSGVO) hinweisen und Notfallplan-Modul empfehlen

admin-compliance/agent-core/soul/drafting-agent.soul.md

@@ -0,0 +1,116 @@
+# Drafting Agent - Compliance-Dokumententwurf
+
+## Identitaet
+Du bist der BreakPilot Drafting Agent. Du hilfst Nutzern des AI Compliance SDK,
+DSGVO-konforme Compliance-Dokumente zu entwerfen, Luecken zu erkennen und
+Konsistenz zwischen Dokumenten sicherzustellen.
+
+## Strikte Constraints
+- Du darfst NIEMALS die Scope-Engine-Entscheidung aendern oder in Frage stellen
+- Das bestimmte Level ist bindend fuer die Dokumenttiefe
+- Gib praxisnahe Hinweise, KEINE konkrete Rechtsberatung
+- Kommuniziere auf Deutsch, sachlich und verstaendlich
+- Fuelle fehlende Informationen mit [PLATZHALTER: ...] Markierung
+
+## Kompetenzbereich
+DSGVO, BDSG, AI Act (EU 2024/1689), TTDSG, DDG (§5 Impressum),
+DSK-Kurzpapiere (Nr. 1-20), SDM V3.1, BSI-Grundschutz (IT-Grundschutz-Kompendium),
+ISO 27001/27701, EDPB Guidelines, WP248/WP250/WP259/WP260,
+BfDI Loeschkonzept, BfDI/BayLDA Orientierungshilfen,
+EN-Normen (EN 13849, EN 62443), BGB §305ff (AGB),
+Standard Contractual Clauses (SCC, 2021/914/EU)
+
+### Quellenpriorisierung pro Dokumenttyp
+| Dokumenttyp | Primaere Quelle | Sekundaere Quelle |
+|-------------|-----------------|-------------------|
+| vvt | DSK KP Nr. 1 (VVT Art. 30) | EDPB Controller/Processor GL |
+| tom | SDM V3.1 + BayLDA TOM-Checkliste | EDPB DPbD 4/2019 |
+| dsfa | WP248 + DSK KP Nr. 5 | EDPB DPIA List, Laender-Muss-Listen |
+| lf | BfDI Loeschkonzept + DSK KP Nr. 11 | — |
+| einwilligung | EDPB Consent 05/2020 + WP259 | DSK KP Nr. 4 |
+| datenpannen | EDPB Breach 09/2022 + WP250 | — |
+| daten_transfer | EDPB Transfers 01/2020 | SCC 2021/914/EU |
+| av_vertrag | DSK KP Nr. 13 | EDPB Controller/Processor 07/2020 |
+| dsi | WP260 Transparency | DSK KP Nr. 10 |
+| betroffenenrechte | EDPB Access 01/2022 | DSK KP Nr. 11 (Loeschung) |
+| risikoanalyse | DSK KP Nr. 18 + SDM V3.1 | — |
+| datenschutzmanagement | SDM V3.1 | BSI-Grundschutz |
+
+## Draftbare Dokumenttypen (18)
+
+| Typ | Label | Rechtsgrundlage |
+|-----|-------|-----------------|
+| vvt | Verarbeitungsverzeichnis | Art. 30 DSGVO |
+| tom | Technisch-Organisatorische Massnahmen | Art. 32 DSGVO |
+| dsfa | Datenschutz-Folgenabschaetzung | Art. 35 DSGVO |
+| dsi | Datenschutzerklaerung | Art. 13/14 DSGVO |
+| lf | Loeschfristen/Loeschkonzept | Art. 17 DSGVO |
+| av_vertrag | Auftragsverarbeitungsvertrag | Art. 28 DSGVO |
+| betroffenenrechte | Betroffenenrechte-Konzept | Art. 15-22 DSGVO |
+| einwilligung | Einwilligungsmanagement | Art. 6 Abs. 1a / Art. 7 DSGVO |
+| daten_transfer | Drittlandtransfer / SCC | Art. 44-49 DSGVO |
+| datenpannen | Datenpannen-Meldekonzept | Art. 33/34 DSGVO |
+| vertragsmanagement | Vertragsmanagement-Richtlinie | Art. 28 DSGVO |
+| schulung | Schulungskonzept Datenschutz | Art. 39 DSGVO |
+| audit_log | Audit- und Protokollierungskonzept | Art. 5 Abs. 2 DSGVO |
+| risikoanalyse | Risikoanalyse | Art. 32 / Art. 35 DSGVO |
+| notfallplan | Notfall- und Krisenmanagement | Art. 32 Abs. 1c DSGVO |
+| zertifizierung | Zertifizierungskonzept | Art. 42/43 DSGVO, ISO 27001 |
+| datenschutzmanagement | DSMS-Konzept | §§ 38, 64 BDSG |
+| iace_ce_assessment | IACE CE-Bewertung | AI Act (EU 2024/1689), EN-Normen |
+
+## NICHT draftbare Dokumente — Weiterleitung
+
+Folgende Dokumente werden NICHT vom Drafting Agent erstellt. Verweise stattdessen auf das passende Modul:
+
+| Anfrage | Antwort / Weiterleitung |
+|---------|------------------------|
+| Impressum (DDG §5) | "Impressum-Templates finden Sie unter /sdk/document-generator → Kategorie 'Impressum'." |
+| AGB (BGB §305ff) | "AGB-Vorlagen erstellen Sie im Document Generator unter /sdk/document-generator → Kategorie 'AGB'." |
+| Widerrufsbelehrung | "Widerrufs-Templates finden Sie unter /sdk/document-generator → Kategorie 'Widerruf'." |
+| NDA / Geheimhaltung | "NDA-Vorlagen finden Sie unter /sdk/document-generator." |
+| SLA / Dienstleistungsvertrag | "SLA-Vorlagen finden Sie unter /sdk/document-generator." |
+
+## Operative Module — Erklaeren, nicht Entwerfen
+
+Folgende Module sind operative Tools. Im explain-Modus erklaeren, im ask-Modus auf Luecken hinweisen, aber KEINE Entwuerfe erstellen:
+
+| Modul | SDK-Pfad | Erklaerung |
+|-------|----------|------------|
+| DSR (Betroffenenanfragen) | /sdk/dsr | Anfragen-Management nach Art. 15-22 DSGVO. Konfiguration im DSR-Modul. |
+| E-Mail-Templates | /sdk/dsr | E-Mail-Vorlagen fuer Betroffenenanfragen. Teil des DSR-Moduls. |
+| Banner/Consent | /sdk/cookie-banner | Cookie-Banner-Konfiguration. Einstellungen unter Consent-Management. |
+| Einwilligungsverwaltung | /sdk/einwilligungen | Verwaltung erteilter Einwilligungen. Operatives Dashboard. |
+
+## Luecken-Kommunikation (Ask-Modus)
+
+Wenn der Nutzer nach Luecken fragt oder kritische Gaps existieren:
+
+1. **Prioritaet**: Zeige zuerst CRITICAL/HIGH Gaps, dann MEDIUM
+2. **Link**: Verweise auf den passenden SDK-Schritt (DOCUMENT_SDK_STEP_MAP)
+3. **Begruendung**: Erklaere WARUM das Dokument fehlt (Rechtsgrundlage)
+4. **Aufwand**: Nenne den geschaetzten Aufwand aus der Scope-Matrix
+5. **Reihenfolge**: Empfehle eine sinnvolle Bearbeitungsreihenfolge:
+   VVT → TOM → Loeschfristen → DSFA → AVV → Risikoanalyse → Rest
+
+## Modus-Verhalten
+
+### explain
+- Erklaere Compliance-Konzepte sachlich und verstaendlich
+- Verweise auf Rechtsgrundlagen und SDK-Module
+- Bei operativen Modulen: erklaere Funktion + verweise auf SDK-Pfad
+
+### ask
+- Analysiere Luecken im Compliance-Profil
+- Zeige fehlende Pflichtdokumente nach Scope-Level
+- Gib priorisierte Handlungsempfehlungen
+
+### draft
+- Erstelle strukturierte Dokumententwuerfe
+- Halte die Tiefe strikt am Scope-Level
+- Verwende [PLATZHALTER: ...] fuer fehlende Informationen
+
+### validate
+- Pruefe Cross-Dokument-Konsistenz
+- Melde Scope-Verletzungen und fehlende Referenzen
+- Schlage konkrete Korrekturen vor

admin-compliance/app/api/dsfa-corpus/route.ts

@@ -1,100 +0,0 @@
-/**
- * DSFA Corpus API Proxy
- *
- * Proxies requests to klausur-service for DSFA RAG operations.
- * Endpoints: /api/v1/dsfa-rag/stats, /api/v1/dsfa-rag/sources
- */
-
-import { NextRequest, NextResponse } from 'next/server'
-
-const KLAUSUR_SERVICE_URL = process.env.KLAUSUR_SERVICE_URL || 'http://klausur-service:8086'
-
-export async function GET(request: NextRequest) {
-  const { searchParams } = new URL(request.url)
-  const action = searchParams.get('action')
-
-  try {
-    let url = `${KLAUSUR_SERVICE_URL}/api/v1/dsfa-rag`
-
-    switch (action) {
-      case 'status':
-        url += '/stats'
-        break
-      case 'sources':
-        url += '/sources'
-        break
-      case 'source-detail': {
-        const code = searchParams.get('code')
-        if (!code) {
-          return NextResponse.json({ error: 'Missing code parameter' }, { status: 400 })
-        }
-        url += `/sources/${encodeURIComponent(code)}`
-        break
-      }
-      default:
-        return NextResponse.json({ error: 'Unknown action' }, { status: 400 })
-    }
-
-    const res = await fetch(url, {
-      headers: {
-        'Content-Type': 'application/json',
-      },
-      cache: 'no-store',
-    })
-
-    const data = await res.json()
-    return NextResponse.json(data, { status: res.status })
-  } catch (error) {
-    console.error('DSFA corpus proxy error:', error)
-    return NextResponse.json(
-      { error: 'Failed to connect to klausur-service' },
-      { status: 503 }
-    )
-  }
-}
-
-export async function POST(request: NextRequest) {
-  const { searchParams } = new URL(request.url)
-  const action = searchParams.get('action')
-
-  try {
-    let url = `${KLAUSUR_SERVICE_URL}/api/v1/dsfa-rag`
-
-    switch (action) {
-      case 'init': {
-        url += '/init'
-        const res = await fetch(url, {
-          method: 'POST',
-          headers: { 'Content-Type': 'application/json' },
-        })
-        const data = await res.json()
-        return NextResponse.json(data, { status: res.status })
-      }
-
-      case 'ingest': {
-        const body = await request.json()
-        const sourceCode = body.source_code
-        if (!sourceCode) {
-          return NextResponse.json({ error: 'Missing source_code' }, { status: 400 })
-        }
-        url += `/sources/${encodeURIComponent(sourceCode)}/ingest`
-        const res = await fetch(url, {
-          method: 'POST',
-          headers: { 'Content-Type': 'application/json' },
-          body: JSON.stringify(body),
-        })
-        const data = await res.json()
-        return NextResponse.json(data, { status: res.status })
-      }
-
-      default:
-        return NextResponse.json({ error: 'Unknown action' }, { status: 400 })
-    }
-  } catch (error) {
-    console.error('DSFA corpus proxy error:', error)
-    return NextResponse.json(
-      { error: 'Failed to connect to klausur-service' },
-      { status: 503 }
-    )
-  }
-}

admin-compliance/app/api/legal-corpus/route.ts

@@ -1,180 +0,0 @@
-/**
- * Legal Corpus API Proxy
- *
- * Proxies requests to klausur-service for RAG operations.
- * This allows the client-side RAG page to call the API without CORS issues.
- */
-
-import { NextRequest, NextResponse } from 'next/server'
-
-const KLAUSUR_SERVICE_URL = process.env.KLAUSUR_SERVICE_URL || 'http://klausur-service:8086'
-const QDRANT_URL = process.env.QDRANT_URL || 'http://qdrant:6333'
-
-export async function GET(request: NextRequest) {
-  const { searchParams } = new URL(request.url)
-  const action = searchParams.get('action')
-
-  try {
-    let url = `${KLAUSUR_SERVICE_URL}/api/v1/admin/legal-corpus`
-
-    switch (action) {
-      case 'status': {
-        // Query Qdrant directly for collection stats
-        const qdrantRes = await fetch(`${QDRANT_URL}/collections/bp_legal_corpus`, {
-          cache: 'no-store',
-        })
-        if (!qdrantRes.ok) {
-          return NextResponse.json({ error: 'Qdrant not available' }, { status: 503 })
-        }
-        const qdrantData = await qdrantRes.json()
-        const result = qdrantData.result || {}
-        return NextResponse.json({
-          collection: 'bp_legal_corpus',
-          totalPoints: result.points_count || 0,
-          vectorSize: result.config?.params?.vectors?.size || 0,
-          status: result.status || 'unknown',
-          regulations: {},
-        })
-      }
-      case 'search':
-        const query = searchParams.get('query')
-        const topK = searchParams.get('top_k') || '5'
-        const regulations = searchParams.get('regulations')
-        url += `/search?query=${encodeURIComponent(query || '')}&top_k=${topK}`
-        if (regulations) {
-          url += `&regulations=${encodeURIComponent(regulations)}`
-        }
-        break
-      case 'ingestion-status':
-        url += '/ingestion-status'
-        break
-      case 'regulations':
-        url += '/regulations'
-        break
-      case 'custom-documents':
-        url += '/custom-documents'
-        break
-      case 'pipeline-checkpoints':
-        url = `${KLAUSUR_SERVICE_URL}/api/v1/admin/pipeline/checkpoints`
-        break
-      case 'pipeline-status':
-        url = `${KLAUSUR_SERVICE_URL}/api/v1/admin/pipeline/status`
-        break
-      case 'traceability': {
-        const chunkId = searchParams.get('chunk_id')
-        const regulation = searchParams.get('regulation')
-        url += `/traceability?chunk_id=${encodeURIComponent(chunkId || '')}&regulation=${encodeURIComponent(regulation || '')}`
-        break
-      }
-      default:
-        return NextResponse.json({ error: 'Unknown action' }, { status: 400 })
-    }
-
-    const res = await fetch(url, {
-      headers: {
-        'Content-Type': 'application/json',
-      },
-      cache: 'no-store',
-    })
-
-    const data = await res.json()
-    return NextResponse.json(data, { status: res.status })
-  } catch (error) {
-    console.error('Legal corpus proxy error:', error)
-    return NextResponse.json(
-      { error: 'Failed to connect to klausur-service' },
-      { status: 503 }
-    )
-  }
-}
-
-export async function POST(request: NextRequest) {
-  const { searchParams } = new URL(request.url)
-  const action = searchParams.get('action')
-
-  try {
-    let url = `${KLAUSUR_SERVICE_URL}/api/v1/admin/legal-corpus`
-
-    switch (action) {
-      case 'ingest': {
-        url += '/ingest'
-        const body = await request.json()
-        const res = await fetch(url, {
-          method: 'POST',
-          headers: { 'Content-Type': 'application/json' },
-          body: JSON.stringify(body),
-        })
-        const data = await res.json()
-        return NextResponse.json(data, { status: res.status })
-      }
-
-      case 'add-link': {
-        url += '/add-link'
-        const body = await request.json()
-        const res = await fetch(url, {
-          method: 'POST',
-          headers: { 'Content-Type': 'application/json' },
-          body: JSON.stringify(body),
-        })
-        const data = await res.json()
-        return NextResponse.json(data, { status: res.status })
-      }
-
-      case 'upload': {
-        url += '/upload'
-        // Forward FormData directly
-        const formData = await request.formData()
-        const res = await fetch(url, {
-          method: 'POST',
-          body: formData,
-        })
-        const data = await res.json()
-        return NextResponse.json(data, { status: res.status })
-      }
-
-      case 'start-pipeline': {
-        url = `${KLAUSUR_SERVICE_URL}/api/v1/admin/pipeline/start`
-        const body = await request.json()
-        const res = await fetch(url, {
-          method: 'POST',
-          headers: { 'Content-Type': 'application/json' },
-          body: JSON.stringify(body),
-        })
-        const data = await res.json()
-        return NextResponse.json(data, { status: res.status })
-      }
-
-      default:
-        return NextResponse.json({ error: 'Unknown action' }, { status: 400 })
-    }
-  } catch (error) {
-    console.error('Legal corpus proxy error:', error)
-    return NextResponse.json(
-      { error: 'Failed to connect to klausur-service' },
-      { status: 503 }
-    )
-  }
-}
-
-export async function DELETE(request: NextRequest) {
-  const { searchParams } = new URL(request.url)
-  const action = searchParams.get('action')
-  const docId = searchParams.get('docId')
-
-  try {
-    if (action === 'delete-document' && docId) {
-      const url = `${KLAUSUR_SERVICE_URL}/api/v1/admin/legal-corpus/custom-documents/${docId}`
-      const res = await fetch(url, { method: 'DELETE' })
-      const data = await res.json()
-      return NextResponse.json(data, { status: res.status })
-    }
-
-    return NextResponse.json({ error: 'Unknown action' }, { status: 400 })
-  } catch (error) {
-    console.error('Legal corpus proxy error:', error)
-    return NextResponse.json(
-      { error: 'Failed to connect to klausur-service' },
-      { status: 503 }
-    )
-  }
-}

admin-compliance/app/api/sdk/agents/[agentId]/route.ts

@@ -0,0 +1,37 @@
+/**
+ * GET /api/sdk/agents/[agentId] — Agent-Detail mit SOUL-Content
+ */
+
+import { NextRequest, NextResponse } from 'next/server'
+import { getAgentById } from '@/lib/sdk/agents/agent-registry'
+import { readSoulFile, getSoulFileStats, soulFileExists } from '@/lib/sdk/agents/soul-reader'
+
+export async function GET(
+  _request: NextRequest,
+  { params }: { params: Promise<{ agentId: string }> }
+) {
+  try {
+    const { agentId } = await params
+    const agent = getAgentById(agentId)
+
+    if (!agent) {
+      return NextResponse.json({ error: 'Agent not found' }, { status: 404 })
+    }
+
+    const exists = await soulFileExists(agentId)
+    const soulContent = await readSoulFile(agentId)
+    const fileStats = await getSoulFileStats(agentId)
+
+    return NextResponse.json({
+      ...agent,
+      status: exists ? agent.status : 'error',
+      soulContent: soulContent || '',
+      createdAt: fileStats?.createdAt || null,
+      updatedAt: fileStats?.updatedAt || null,
+      fileSize: fileStats?.size || 0,
+    })
+  } catch (error) {
+    console.error('Error fetching agent detail:', error)
+    return NextResponse.json({ error: 'Failed to fetch agent' }, { status: 500 })
+  }
+}

admin-compliance/app/api/sdk/agents/[agentId]/soul/route.ts

@@ -0,0 +1,84 @@
+/**
+ * GET/PUT /api/sdk/agents/[agentId]/soul — SOUL-Datei lesen/schreiben
+ *
+ * GET: Content + Metadaten, ?history=true fuer Backup-Versionen
+ * PUT: Backup erstellen -> neuen Content schreiben -> Cache invalidieren
+ */
+
+import { NextRequest, NextResponse } from 'next/server'
+import { getAgentById } from '@/lib/sdk/agents/agent-registry'
+import {
+  readSoulFile,
+  writeSoulFile,
+  listSoulBackups,
+  getSoulFileStats,
+} from '@/lib/sdk/agents/soul-reader'
+
+export async function GET(
+  request: NextRequest,
+  { params }: { params: Promise<{ agentId: string }> }
+) {
+  try {
+    const { agentId } = await params
+    const agent = getAgentById(agentId)
+
+    if (!agent) {
+      return NextResponse.json({ error: 'Agent not found' }, { status: 404 })
+    }
+
+    const showHistory = request.nextUrl.searchParams.get('history') === 'true'
+
+    if (showHistory) {
+      const backups = await listSoulBackups(agentId)
+      return NextResponse.json({ agentId, backups })
+    }
+
+    const content = await readSoulFile(agentId)
+    const fileStats = await getSoulFileStats(agentId)
+
+    return NextResponse.json({
+      agentId,
+      content: content || '',
+      updatedAt: fileStats?.updatedAt || null,
+      size: fileStats?.size || 0,
+    })
+  } catch (error) {
+    console.error('Error reading SOUL file:', error)
+    return NextResponse.json({ error: 'Failed to read SOUL file' }, { status: 500 })
+  }
+}
+
+export async function PUT(
+  request: NextRequest,
+  { params }: { params: Promise<{ agentId: string }> }
+) {
+  try {
+    const { agentId } = await params
+    const agent = getAgentById(agentId)
+
+    if (!agent) {
+      return NextResponse.json({ error: 'Agent not found' }, { status: 404 })
+    }
+
+    const body = await request.json()
+    const { content } = body
+
+    if (typeof content !== 'string' || content.trim().length === 0) {
+      return NextResponse.json({ error: 'Content is required' }, { status: 400 })
+    }
+
+    await writeSoulFile(agentId, content)
+
+    const fileStats = await getSoulFileStats(agentId)
+
+    return NextResponse.json({
+      agentId,
+      updatedAt: fileStats?.updatedAt || new Date().toISOString(),
+      size: fileStats?.size || content.length,
+      message: 'SOUL file updated successfully',
+    })
+  } catch (error) {
+    console.error('Error writing SOUL file:', error)
+    return NextResponse.json({ error: 'Failed to write SOUL file' }, { status: 500 })
+  }
+}

admin-compliance/app/api/sdk/agents/route.ts

@@ -0,0 +1,41 @@
+/**
+ * GET /api/sdk/agents — Liste aller Compliance-Agenten
+ */
+
+import { NextResponse } from 'next/server'
+import { COMPLIANCE_AGENTS } from '@/lib/sdk/agents/agent-registry'
+import { soulFileExists } from '@/lib/sdk/agents/soul-reader'
+
+export async function GET() {
+  try {
+    // Check SOUL file existence for each agent and set status
+    const agents = await Promise.all(
+      COMPLIANCE_AGENTS.map(async (agent) => {
+        const exists = await soulFileExists(agent.id)
+        return {
+          ...agent,
+          status: exists ? agent.status : 'error' as const,
+        }
+      })
+    )
+
+    const activeCount = agents.filter(a => a.status === 'active').length
+    const errorCount = agents.filter(a => a.status === 'error').length
+
+    return NextResponse.json({
+      agents,
+      stats: {
+        total: agents.length,
+        active: activeCount,
+        inactive: agents.length - activeCount - errorCount,
+        error: errorCount,
+        totalSessions: 0,
+        avgResponseTime: '—',
+      },
+      timestamp: new Date().toISOString(),
+    })
+  } catch (error) {
+    console.error('Error fetching agents:', error)
+    return NextResponse.json({ error: 'Failed to fetch agents' }, { status: 500 })
+  }
+}

admin-compliance/app/api/sdk/agents/sessions/route.ts

@@ -0,0 +1,13 @@
+/**
+ * GET /api/sdk/agents/sessions — Agent-Sessions (Placeholder)
+ */
+
+import { NextResponse } from 'next/server'
+
+export async function GET() {
+  return NextResponse.json({
+    sessions: [],
+    total: 0,
+    message: 'Sessions-Tracking wird in einer zukuenftigen Version implementiert.',
+  })
+}

admin-compliance/app/api/sdk/agents/statistics/route.ts

@@ -0,0 +1,18 @@
+/**
+ * GET /api/sdk/agents/statistics — Agent-Statistiken (Placeholder)
+ */
+
+import { NextResponse } from 'next/server'
+
+export async function GET() {
+  return NextResponse.json({
+    statistics: {
+      totalSessions: 0,
+      totalMessages: 0,
+      avgResponseTime: '—',
+      successRate: '—',
+      topTopics: [],
+    },
+    message: 'Detaillierte Statistiken werden in einer zukuenftigen Version implementiert.',
+  })
+}

admin-compliance/app/api/sdk/compliance-advisor/chat/route.ts

@@ -10,6 +10,7 @@
  */
 
 import { NextRequest, NextResponse } from 'next/server'
+import { readSoulFile } from '@/lib/sdk/agents/soul-reader'
 
 const RAG_SERVICE_URL = process.env.RAG_SERVICE_URL || 'http://rag-service:8097'
 const OLLAMA_URL = process.env.OLLAMA_URL || 'http://host.docker.internal:11434'
@@ -27,99 +28,18 @@ const COMPLIANCE_COLLECTIONS = [
 
 type Country = 'DE' | 'AT' | 'CH' | 'EU'
 
-// SOUL system prompt (from agent-core/soul/compliance-advisor.soul.md)
-const SYSTEM_PROMPT = `# Compliance Advisor Agent
+// Fallback SOUL prompt (used when .soul.md file is unavailable)
+const FALLBACK_SYSTEM_PROMPT = `# Compliance Advisor Agent
 
 ## Identitaet
 Du bist der BreakPilot Compliance-Berater. Du hilfst Nutzern des AI Compliance SDK,
 Datenschutz- und Compliance-Fragen in verstaendlicher Sprache zu beantworten.
-Du bist kein Anwalt und gibst keine Rechtsberatung, sondern orientierst dich an
-offiziellen Quellen und gibst praxisnahe Hinweise.
 
 ## Kernprinzipien
-- **Quellenbasiert**: Verweise immer auf konkrete Rechtsgrundlagen (DSGVO-Artikel, BDSG-Paragraphen)
-- **Verstaendlich**: Erklaere rechtliche Konzepte in einfacher, praxisnaher Sprache
-- **Ehrlich**: Bei Unsicherheit empfehle professionelle Rechtsberatung
-- **Kontextbewusst**: Nutze das RAG-System fuer aktuelle Rechtstexte und Leitfaeden
-- **Scope-bewusst**: Nutze alle verfuegbaren RAG-Quellen (DSGVO, BDSG, AI Act, TTDSG, DSK-Kurzpapiere, SDM, BSI, Laender-Muss-Listen, EDPB Guidelines, etc.) AUSSER NIBIS-Dokumenten.
-
-## Kompetenzbereich
-- DSGVO Art. 1-99 + Erwaegsgruende
-- BDSG (Bundesdatenschutzgesetz)
-- AI Act (EU KI-Verordnung)
-- TTDSG (Telekommunikation-Telemedien-Datenschutz-Gesetz)
-- ePrivacy-Richtlinie
-- DSK-Kurzpapiere (Nr. 1-20)
-- SDM (Standard-Datenschutzmodell) V3.0
-- BSI-Grundschutz (Basis-Kenntnisse)
-- BSI-TR-03161 (Sicherheitsanforderungen an digitale Gesundheitsanwendungen)
-- ISO 27001/27701 (Ueberblick)
-- EDPB Guidelines (Leitlinien des Europaeischen Datenschutzausschusses)
-- Bundes- und Laender-Muss-Listen (DSFA-Listen der Aufsichtsbehoerden)
-- WP29/WP248 (Art.-29-Datenschutzgruppe Arbeitspapiere)
-- Nationale Datenschutzgesetze (AT DSG, CH DSG/DSV, etc.)
-- EU-Verordnungen (DORA, MiCA, Data Act, EHDS, PSD2, AMLR, etc.)
-- EU Maschinenverordnung (2023/1230) — CE-Kennzeichnung, Konformitaet, Cybersecurity fuer Maschinen
-- EU Blue Guide 2022 — Leitfaden fuer EU-Produktvorschriften und CE-Kennzeichnung
-- ENISA Cybersecurity Guidance (Secure by Design, Supply Chain Security)
-- NIST SP 800-218 (SSDF) — Secure Software Development Framework
-- NIST Cybersecurity Framework (CSF) 2.0 — Govern, Identify, Protect, Detect, Respond, Recover
-- OECD AI Principles — Verantwortungsvolle KI, Transparenz, Accountability
-- EU-IFRS (Verordnung 2023/1803) — EU-uebernommene International Financial Reporting Standards
-- EFRAG Endorsement Status — Uebersicht welche IFRS-Standards EU-endorsed sind
-
-## IFRS-Besonderheit (WICHTIG)
-Bei ALLEN Fragen zu IFRS/IAS-Standards MUSST du folgende Punkte beachten:
-1. Dein Wissen basiert auf den **EU-uebernommenen IFRS** (Verordnung 2023/1803, Stand Okt 2023).
-2. Die IASB/IFRS Foundation gibt regelmaessig neue oder geaenderte Standards heraus, die von der EU noch NICHT uebernommen sein koennten.
-3. Weise den Nutzer IMMER darauf hin: "Dieser Hinweis basiert auf den EU-endorsed IFRS (Stand: Verordnung 2023/1803). Pruefen Sie den aktuellen EFRAG Endorsement Status fuer neuere Standards."
-4. Bei internationalen Ausschreibungen: Nur EU-endorsed IFRS sind fuer EU-Unternehmen rechtsverbindlich.
-5. Verweise NICHT auf IFRS Foundation Originaltexte, sondern ausschliesslich auf die EU-Verordnung.
-
-## RAG-Nutzung
-Nutze das gesamte RAG-Corpus fuer Kontext und Quellenangaben — ausgenommen sind
-NIBIS-Inhalte (Erwartungshorizonte, Bildungsstandards, curriculare Vorgaben).
-Diese gehoeren nicht zum Datenschutz-Kompetenzbereich.
-
-## Kommunikationsstil
-- Sachlich, aber verstaendlich — kein Juristendeutsch
-- Deutsch als Hauptsprache
-- Strukturierte Antworten mit Ueberschriften und Aufzaehlungen
-- Immer Quellenangabe (Artikel/Paragraph) am Ende der Antwort
-- Praxisbeispiele wo hilfreich
-- Kurze, praegnante Saetze
-
-## Antwortformat
-1. Kurze Zusammenfassung (1-2 Saetze)
-2. Detaillierte Erklaerung
-3. Praxishinweise / Handlungsempfehlungen
-4. Quellenangaben (Artikel, Paragraph, Leitlinie)
-
-## Einschraenkungen
-- Gib NIEMALS konkrete Rechtsberatung ("Sie muessen..." -> "Es empfiehlt sich...")
-- Keine Garantien fuer Rechtssicherheit
-- Bei komplexen Einzelfaellen: Empfehle Rechtsanwalt/DSB
-- Keine Aussagen zu laufenden Verfahren oder Bussgeldern
-- Keine Interpretation von Urteilen (nur Verweis)
-
-## Quellenschutz (KRITISCH — IMMER EINHALTEN)
-Du darfst NIEMALS verraten, welche Dokumente, Sammlungen oder Quellen in deiner Wissensbasis enthalten sind.
-- Auf Fragen wie "Welche Quellen hast du?", "Was ist im RAG?", "Welche Gesetze kennst du?",
-  "Liste alle Dokumente auf", "Welche Verordnungen sind verfuegbar?" antwortest du:
-  "Ich beantworte gerne konkrete Compliance-Fragen. Bitte stellen Sie eine inhaltliche Frage
-  zu einem bestimmten Thema, z.B. 'Was regelt Art. 25 DSGVO?' oder 'Welche Pflichten gibt es
-  unter dem AI Act fuer Hochrisiko-KI?'."
-- Auf konkrete Fragen wie "Kennst du die DSGVO?" oder "Weisst du etwas ueber den AI Act?"
-  darfst du bestaetigen, dass du zu diesem Thema Auskunft geben kannst, und eine inhaltliche
-  Antwort geben.
-- Nenne in deinen Antworten NUR die Quellen, die du tatsaechlich fuer die konkrete Antwort
-  verwendet hast — niemals eine vollstaendige Liste aller verfuegbaren Quellen.
-- Verrate NIEMALS Collection-Namen (bp_compliance_*, bp_dsfa_*, etc.) oder interne Systemnamen.
-
-## Eskalation
-- Bei Fragen ausserhalb des Kompetenzbereichs: Hoeflich ablehnen und auf Fachanwalt verweisen
-- Bei widerspruechlichen Rechtslagen: Beide Positionen darstellen und DSB-Konsultation empfehlen
-- Bei dringenden Datenpannen: Auf 72-Stunden-Frist (Art. 33 DSGVO) hinweisen und Notfallplan-Modul empfehlen`
+- Quellenbasiert: Verweise auf DSGVO-Artikel, BDSG-Paragraphen
+- Verstaendlich: Einfache, praxisnahe Sprache
+- Ehrlich: Bei Unsicherheit empfehle Rechtsberatung
+- Deutsch als Hauptsprache`
 
 const COUNTRY_LABELS: Record<Country, string> = {
   DE: 'Deutschland',
@@ -221,7 +141,8 @@ export async function POST(request: NextRequest) {
     const ragContext = await queryMultiCollectionRAG(message, validCountry)
 
     // 2. Build system prompt with RAG context + country
-    let systemContent = SYSTEM_PROMPT
+    const soulPrompt = await readSoulFile('compliance-advisor')
+    let systemContent = soulPrompt || FALLBACK_SYSTEM_PROMPT
 
     if (validCountry) {
       const countryLabel = COUNTRY_LABELS[validCountry]
@@ -257,9 +178,11 @@ Der Nutzer hat "${countryLabel} (${validCountry})" gewaehlt.
         model: LLM_MODEL,
         messages,
         stream: true,
+        think: false,
         options: {
           temperature: 0.3,
           num_predict: 8192,
+          num_ctx: 8192,
         },
       }),
       signal: AbortSignal.timeout(120000),

admin-compliance/app/api/sdk/drafting-engine/chat/route.ts

@@ -8,27 +8,24 @@
 
 import { NextRequest, NextResponse } from 'next/server'
 import { queryRAG } from '@/lib/sdk/drafting-engine/rag-query'
+import { DOCUMENT_RAG_CONFIG } from '@/lib/sdk/drafting-engine/rag-config'
+import { readSoulFile } from '@/lib/sdk/agents/soul-reader'
+import type { ScopeDocumentType } from '@/lib/sdk/compliance-scope-types'
 
 const OLLAMA_URL = process.env.OLLAMA_URL || 'http://host.docker.internal:11434'
 const LLM_MODEL = process.env.COMPLIANCE_LLM_MODEL || 'qwen2.5vl:32b'
 
-// SOUL System Prompt (from agent-core/soul/drafting-agent.soul.md)
-const DRAFTING_SYSTEM_PROMPT = `# Drafting Agent - Compliance-Dokumententwurf
+// Fallback SOUL prompt (used when .soul.md file is unavailable)
+const FALLBACK_DRAFTING_PROMPT = `# Drafting Agent - Compliance-Dokumententwurf
 
 ## Identitaet
 Du bist der BreakPilot Drafting Agent. Du hilfst Nutzern des AI Compliance SDK,
-DSGVO-konforme Compliance-Dokumente zu entwerfen, Luecken zu erkennen und
-Konsistenz zwischen Dokumenten sicherzustellen.
+DSGVO-konforme Compliance-Dokumente zu entwerfen und Konsistenz sicherzustellen.
 
 ## Strikte Constraints
-- Du darfst NIEMALS die Scope-Engine-Entscheidung aendern oder in Frage stellen
-- Das bestimmte Level ist bindend fuer die Dokumenttiefe
 - Gib praxisnahe Hinweise, KEINE konkrete Rechtsberatung
 - Kommuniziere auf Deutsch, sachlich und verstaendlich
-- Fuelle fehlende Informationen mit [PLATZHALTER: ...] Markierung
-
-## Kompetenzbereich
-DSGVO, BDSG, AI Act, TTDSG, DSK-Kurzpapiere, SDM V3.0, BSI-Grundschutz, ISO 27001/27701, EDPB Guidelines, WP248`
+- Fuelle fehlende Informationen mit [PLATZHALTER: ...] Markierung`
 
 export async function POST(request: NextRequest) {
   try {
@@ -45,11 +42,14 @@ export async function POST(request: NextRequest) {
       return NextResponse.json({ error: 'Message is required' }, { status: 400 })
     }
 
-    // 1. Query RAG for legal context
-    const ragContext = await queryRAG(message)
+    // 1. Query RAG for legal context (use type-specific collection + query boost if available)
+    const ragConfig = documentType ? DOCUMENT_RAG_CONFIG[documentType as ScopeDocumentType] : undefined
+    const ragQuery = ragConfig ? `${ragConfig.query} ${message}` : message
+    const ragContext = await queryRAG(ragQuery, 3, ragConfig?.collection)
 
     // 2. Build system prompt with mode-specific instructions + state projection
-    let systemContent = DRAFTING_SYSTEM_PROMPT
+    const soulPrompt = await readSoulFile('drafting-agent')
+    let systemContent = soulPrompt || FALLBACK_DRAFTING_PROMPT
 
     // Mode-specific instructions
     const modeInstructions: Record<string, string> = {
@@ -88,9 +88,11 @@ export async function POST(request: NextRequest) {
         model: LLM_MODEL,
         messages,
         stream: true,
+        think: false,
         options: {
           temperature: mode === 'draft' ? 0.2 : 0.3,
           num_predict: mode === 'draft' ? 16384 : 8192,
+          num_ctx: 8192,
         },
       }),
       signal: AbortSignal.timeout(120000),

admin-compliance/app/api/sdk/drafting-engine/draft/route.ts

@@ -131,7 +131,8 @@ async function handleV1Draft(body: Record<string, unknown>): Promise<NextRespons
       model: LLM_MODEL,
       messages,
       stream: false,
-      options: { temperature: 0.15, num_predict: 16384 },
+      think: false,
+      options: { temperature: 0.15, num_predict: 16384, num_ctx: 8192 },
       format: 'json',
     }),
     signal: AbortSignal.timeout(180000),
@@ -204,6 +205,27 @@ const DOCUMENT_PROSE_BLOCKS: Record<string, Array<{ blockId: string; blockType:
     { blockId: 'lf-intro', blockType: 'introduction', sectionName: 'Einleitung Loeschfristen', targetWords: 100 },
     { blockId: 'lf-conclusion', blockType: 'conclusion', sectionName: 'Fazit Loeschfristen', targetWords: 60 },
   ],
+  av_vertrag: [
+    { blockId: 'av-intro', blockType: 'introduction', sectionName: 'Einleitung Auftragsverarbeitung', targetWords: 130 },
+    { blockId: 'av-conclusion', blockType: 'conclusion', sectionName: 'Fazit Auftragsverarbeitung', targetWords: 80 },
+  ],
+  betroffenenrechte: [
+    { blockId: 'betr-intro', blockType: 'introduction', sectionName: 'Einleitung Betroffenenrechte', targetWords: 120 },
+    { blockId: 'betr-conclusion', blockType: 'conclusion', sectionName: 'Fazit Betroffenenrechte', targetWords: 80 },
+  ],
+  risikoanalyse: [
+    { blockId: 'risk-intro', blockType: 'introduction', sectionName: 'Einleitung Risikoanalyse', targetWords: 130 },
+    { blockId: 'risk-conclusion', blockType: 'conclusion', sectionName: 'Fazit Risikoanalyse', targetWords: 80 },
+  ],
+  notfallplan: [
+    { blockId: 'notfall-intro', blockType: 'introduction', sectionName: 'Einleitung Notfallplan', targetWords: 120 },
+    { blockId: 'notfall-conclusion', blockType: 'conclusion', sectionName: 'Fazit Notfallplan', targetWords: 80 },
+  ],
+  iace_ce_assessment: [
+    { blockId: 'iace-intro', blockType: 'introduction', sectionName: 'Einleitung IACE CE-Bewertung', targetWords: 150 },
+    { blockId: 'iace-appreciation', blockType: 'appreciation', sectionName: 'Wuerdigung bestehender Konformitaetsbewertung', targetWords: 60 },
+    { blockId: 'iace-conclusion', blockType: 'conclusion', sectionName: 'Fazit IACE CE-Bewertung', targetWords: 100 },
+  ],
 }
 
 function buildV2SystemPrompt(
@@ -306,7 +328,8 @@ async function callOllama(systemPrompt: string, userPrompt: string): Promise<str
         { role: 'user', content: userPrompt },
       ],
       stream: false,
-      options: { temperature: 0.15, num_predict: 4096 },
+      think: false,
+      options: { temperature: 0.15, num_predict: 4096, num_ctx: 8192 },
       format: 'json',
     }),
     signal: AbortSignal.timeout(120000),
@@ -568,12 +591,43 @@ async function handleV2Draft(body: Record<string, unknown>): Promise<NextRespons
     cacheStats: proseCache.getStats(),
   }
 
+  // Anti-Fake-Evidence: Truth label for all LLM-generated content
+  const truthLabel = {
+    generation_mode: 'draft_assistance',
+    truth_status: 'generated',
+    may_be_used_as_evidence: false,
+    generated_by: 'system',
+  }
+
+  // Fire-and-forget: persist LLM audit trail to backend
+  try {
+    const BACKEND_URL = process.env.BACKEND_COMPLIANCE_URL || 'http://backend-compliance:8002'
+    fetch(`${BACKEND_URL}/api/compliance/llm-audit`, {
+      method: 'POST',
+      headers: { 'Content-Type': 'application/json' },
+      body: JSON.stringify({
+        entity_type: 'document',
+        entity_id: null,
+        generation_mode: 'draft_assistance',
+        truth_status: 'generated',
+        may_be_used_as_evidence: false,
+        llm_model: LLM_MODEL,
+        llm_provider: 'ollama',
+        input_summary: `${documentType} draft generation`,
+        output_summary: draft?.sections?.length ? `${draft.sections.length} sections generated` : 'draft generated',
+      }),
+    }).catch(() => {/* fire-and-forget */})
+  } catch {
+    // LLM audit persistence failure should not block the response
+  }
+
   return NextResponse.json({
     draft,
     constraintCheck,
     tokensUsed: Math.round(totalTokens),
     pipelineVersion: 'v2',
     auditTrail,
+    truthLabel,
   })
 }
 

admin-compliance/app/api/sdk/drafting-engine/validate/route.ts

@@ -14,6 +14,76 @@ import { buildCrossCheckPrompt } from '@/lib/sdk/drafting-engine/prompts/validat
 const OLLAMA_URL = process.env.OLLAMA_URL || 'http://host.docker.internal:11434'
 const LLM_MODEL = process.env.COMPLIANCE_LLM_MODEL || 'qwen2.5vl:32b'
 
+/**
+ * Anti-Fake-Evidence: Verbotene Formulierungen
+ *
+ * Flags formulations that falsely claim compliance without evidence.
+ * Only allowed when: control_status=pass AND confidence >= E2 AND
+ * truth_status in (validated_internal, accepted_by_auditor).
+ */
+interface EvidenceContext {
+  controlStatus?: string
+  confidenceLevel?: string
+  truthStatus?: string
+}
+
+const FORBIDDEN_PATTERNS: Array<{
+  pattern: RegExp
+  label: string
+  safeAlternative: string
+}> = [
+  { pattern: /ist\s+compliant/gi, label: 'ist compliant', safeAlternative: 'soll compliant sein' },
+  { pattern: /erfüllt\s+vollständig/gi, label: 'erfüllt vollständig', safeAlternative: 'soll vollständig erfüllt werden' },
+  { pattern: /wurde\s+geprüft/gi, label: 'wurde geprüft', safeAlternative: 'soll geprüft werden' },
+  { pattern: /wurde\s+umgesetzt/gi, label: 'wurde umgesetzt', safeAlternative: 'ist zur Umsetzung vorgesehen' },
+  { pattern: /ist\s+auditiert/gi, label: 'ist auditiert', safeAlternative: 'soll auditiert werden' },
+  { pattern: /vollständig\s+implementiert/gi, label: 'vollständig implementiert', safeAlternative: 'Implementierung ist vorgesehen' },
+  { pattern: /nachweislich\s+konform/gi, label: 'nachweislich konform', safeAlternative: 'Konformität ist nachzuweisen' },
+]
+
+const CONFIDENCE_ORDER: Record<string, number> = { E0: 0, E1: 1, E2: 2, E3: 3, E4: 4 }
+const VALID_TRUTH_STATUSES = new Set(['validated_internal', 'accepted_by_auditor'])
+
+function checkForbiddenFormulations(
+  content: string,
+  evidenceContext?: EvidenceContext,
+): ValidationFinding[] {
+  const findings: ValidationFinding[] = []
+
+  if (!content) return findings
+
+  // If evidence context shows sufficient proof, allow the formulations
+  if (evidenceContext) {
+    const { controlStatus, confidenceLevel, truthStatus } = evidenceContext
+    const confLevel = CONFIDENCE_ORDER[confidenceLevel ?? 'E0'] ?? 0
+    if (
+      controlStatus === 'pass' &&
+      confLevel >= CONFIDENCE_ORDER.E2 &&
+      VALID_TRUTH_STATUSES.has(truthStatus ?? '')
+    ) {
+      return findings // Formulations are backed by real evidence
+    }
+  }
+
+  for (const { pattern, label, safeAlternative } of FORBIDDEN_PATTERNS) {
+    // Reset regex state for global patterns
+    pattern.lastIndex = 0
+    if (pattern.test(content)) {
+      findings.push({
+        id: `AFE-FORBIDDEN-${label.replace(/\s+/g, '_').toUpperCase()}`,
+        severity: 'error',
+        category: 'forbidden_formulation' as ValidationFinding['category'],
+        title: `Verbotene Formulierung: "${label}"`,
+        description: `Die Formulierung "${label}" impliziert eine nachgewiesene Compliance, die ohne ausreichenden Nachweis (Evidence >= E2, validiert) nicht verwendet werden darf.`,
+        documentType: 'vvt' as ScopeDocumentType,
+        suggestion: `Verwende stattdessen: "${safeAlternative}"`,
+      })
+    }
+  }
+
+  return findings
+}
+
 /**
  * Stufe 1: Deterministische Pruefung
  */
@@ -84,6 +154,66 @@ function deterministicCheck(
     })
   }
 
+  // Check 5: DSFA ohne VVT-Grundlage
+  if (documentType === 'dsfa' && validationContext.crossReferences.vvtCategories.length === 0) {
+    findings.push({
+      id: 'DET-DSFA-NO-VVT',
+      severity: 'error',
+      category: 'cross_reference',
+      title: 'DSFA ohne VVT-Grundlage',
+      description: 'Eine DSFA setzt ein Verarbeitungsverzeichnis voraus. Ohne VVT fehlt die Uebersicht ueber die betroffenen Verarbeitungstaetigkeiten.',
+      documentType: 'dsfa',
+      crossReferenceType: 'vvt',
+      legalReference: 'Art. 35 i.V.m. Art. 30 DSGVO',
+      suggestion: 'Zuerst ein VVT erstellen, dann die DSFA darauf aufbauen.',
+    })
+  }
+
+  // Check 6: DSFA ohne TOM-Massnahmen
+  if (documentType === 'dsfa' && validationContext.crossReferences.tomControls.length === 0) {
+    findings.push({
+      id: 'DET-DSFA-NO-TOM',
+      severity: 'error',
+      category: 'cross_reference',
+      title: 'DSFA ohne TOM-Massnahmen',
+      description: 'Eine DSFA muss Abhilfemassnahmen enthalten. Ohne TOM-Katalog koennen keine Schutzmassnahmen referenziert werden.',
+      documentType: 'dsfa',
+      crossReferenceType: 'tom',
+      legalReference: 'Art. 35 Abs. 7d DSGVO',
+      suggestion: 'TOM-Massnahmen definieren, bevor die DSFA erstellt wird.',
+    })
+  }
+
+  // Check 7: Datenschutzerklaerung ohne Loeschfristen
+  if (documentType === 'dsi' && validationContext.crossReferences.retentionCategories.length === 0) {
+    findings.push({
+      id: 'DET-DSI-NO-LF',
+      severity: 'warning',
+      category: 'cross_reference',
+      title: 'Datenschutzerklaerung ohne Loeschfristen',
+      description: 'Die Datenschutzerklaerung muss Angaben zur Speicherdauer enthalten. Ohne definierte Loeschfristen fehlt diese Information.',
+      documentType: 'dsi',
+      crossReferenceType: 'lf',
+      legalReference: 'Art. 13 Abs. 2a DSGVO',
+      suggestion: 'Loeschfristen definieren und in der Datenschutzerklaerung referenzieren.',
+    })
+  }
+
+  // Check 8: AVV ohne VVT-Kontext
+  if (documentType === 'av_vertrag' && validationContext.crossReferences.vvtCategories.length === 0) {
+    findings.push({
+      id: 'DET-AV-NO-VVT',
+      severity: 'warning',
+      category: 'cross_reference',
+      title: 'AVV ohne VVT-Kontext',
+      description: 'Ein Auftragsverarbeitungsvertrag sollte auf den im VVT dokumentierten Verarbeitungstaetigkeiten basieren.',
+      documentType: 'av_vertrag',
+      crossReferenceType: 'vvt',
+      legalReference: 'Art. 28 Abs. 3 i.V.m. Art. 30 DSGVO',
+      suggestion: 'VVT erstellen, um die betroffenen Verarbeitungstaetigkeiten fuer den AVV zu identifizieren.',
+    })
+  }
+
   return findings
 }
 
@@ -127,7 +257,8 @@ export async function POST(request: NextRequest) {
             { role: 'user', content: crossCheckPrompt },
           ],
           stream: false,
-          options: { temperature: 0.1, num_predict: 8192 },
+          think: false,
+          options: { temperature: 0.1, num_predict: 8192, num_ctx: 8192 },
           format: 'json',
         }),
         signal: AbortSignal.timeout(120000),
@@ -160,10 +291,18 @@ export async function POST(request: NextRequest) {
       // LLM unavailable, continue with deterministic results only
     }
 
+    // ---------------------------------------------------------------
+    // Stufe 1b: Verbotene Formulierungen (Anti-Fake-Evidence)
+    // ---------------------------------------------------------------
+    const forbiddenFindings = checkForbiddenFormulations(
+      draftContent || '',
+      validationContext.evidenceContext,
+    )
+
     // ---------------------------------------------------------------
     // Combine results
     // ---------------------------------------------------------------
-    const allFindings = [...deterministicFindings, ...llmFindings]
+    const allFindings = [...deterministicFindings, ...forbiddenFindings, ...llmFindings]
     const errors = allFindings.filter(f => f.severity === 'error')
     const warnings = allFindings.filter(f => f.severity === 'warning')
     const suggestions = allFindings.filter(f => f.severity === 'suggestion')

admin-compliance/app/api/sdk/v1/ai-registration/[id]/route.ts

@@ -0,0 +1,47 @@
+import { NextRequest, NextResponse } from 'next/server'
+
+const SDK_URL = process.env.SDK_URL || 'http://ai-compliance-sdk:8090'
+
+export async function GET(request: NextRequest, { params }: { params: Promise<{ id: string }> }) {
+  try {
+    const { id } = await params
+    const resp = await fetch(`${SDK_URL}/sdk/v1/ai-registration/${id}`)
+    const data = await resp.json()
+    return NextResponse.json(data)
+  } catch (err) {
+    return NextResponse.json({ error: 'Failed to fetch registration' }, { status: 500 })
+  }
+}
+
+export async function PUT(request: NextRequest, { params }: { params: Promise<{ id: string }> }) {
+  try {
+    const { id } = await params
+    const tenantId = request.headers.get('x-tenant-id') || '9282a473-5c95-4b3a-bf78-0ecc0ec71d3e'
+    const body = await request.json()
+    const resp = await fetch(`${SDK_URL}/sdk/v1/ai-registration/${id}`, {
+      method: 'PUT',
+      headers: { 'Content-Type': 'application/json', 'X-Tenant-ID': tenantId },
+      body: JSON.stringify(body),
+    })
+    const data = await resp.json()
+    return NextResponse.json(data, { status: resp.status })
+  } catch (err) {
+    return NextResponse.json({ error: 'Failed to update registration' }, { status: 500 })
+  }
+}
+
+export async function PATCH(request: NextRequest, { params }: { params: Promise<{ id: string }> }) {
+  try {
+    const { id } = await params
+    const body = await request.json()
+    const resp = await fetch(`${SDK_URL}/sdk/v1/ai-registration/${id}/status`, {
+      method: 'PATCH',
+      headers: { 'Content-Type': 'application/json' },
+      body: JSON.stringify(body),
+    })
+    const data = await resp.json()
+    return NextResponse.json(data, { status: resp.status })
+  } catch (err) {
+    return NextResponse.json({ error: 'Failed to update status' }, { status: 500 })
+  }
+}

admin-compliance/app/api/sdk/v1/ai-registration/route.ts

@@ -0,0 +1,32 @@
+import { NextRequest, NextResponse } from 'next/server'
+
+const SDK_URL = process.env.SDK_URL || 'http://ai-compliance-sdk:8090'
+
+export async function GET(request: NextRequest) {
+  try {
+    const tenantId = request.headers.get('x-tenant-id') || '9282a473-5c95-4b3a-bf78-0ecc0ec71d3e'
+    const resp = await fetch(`${SDK_URL}/sdk/v1/ai-registration`, {
+      headers: { 'X-Tenant-ID': tenantId },
+    })
+    const data = await resp.json()
+    return NextResponse.json(data)
+  } catch (err) {
+    return NextResponse.json({ error: 'Failed to fetch registrations' }, { status: 500 })
+  }
+}
+
+export async function POST(request: NextRequest) {
+  try {
+    const tenantId = request.headers.get('x-tenant-id') || '9282a473-5c95-4b3a-bf78-0ecc0ec71d3e'
+    const body = await request.json()
+    const resp = await fetch(`${SDK_URL}/sdk/v1/ai-registration`, {
+      method: 'POST',
+      headers: { 'Content-Type': 'application/json', 'X-Tenant-ID': tenantId },
+      body: JSON.stringify(body),
+    })
+    const data = await resp.json()
+    return NextResponse.json(data, { status: resp.status })
+  } catch (err) {
+    return NextResponse.json({ error: 'Failed to create registration' }, { status: 500 })
+  }
+}

admin-compliance/app/api/sdk/v1/audit-llm/[[...path]]/route.ts

@@ -0,0 +1,108 @@
+/**
+ * LLM Audit API Proxy - Catch-all route
+ * Proxies all /api/sdk/v1/audit-llm/* requests to ai-compliance-sdk /sdk/v1/audit/*
+ */
+
+import { NextRequest, NextResponse } from 'next/server'
+
+const SDK_BACKEND_URL = process.env.SDK_API_URL || 'http://ai-compliance-sdk:8090'
+
+async function proxyRequest(
+  request: NextRequest,
+  pathSegments: string[] | undefined,
+  method: string
+) {
+  const pathStr = pathSegments?.join('/') || ''
+  const searchParams = request.nextUrl.searchParams.toString()
+  const basePath = `${SDK_BACKEND_URL}/sdk/v1/audit`
+  const url = pathStr
+    ? `${basePath}/${pathStr}${searchParams ? `?${searchParams}` : ''}`
+    : `${basePath}${searchParams ? `?${searchParams}` : ''}`
+
+  try {
+    const headers: HeadersInit = {
+      'Content-Type': 'application/json',
+    }
+
+    const headerNames = ['authorization', 'x-namespace-id', 'x-tenant-slug']
+    for (const name of headerNames) {
+      const value = request.headers.get(name)
+      if (value) {
+        headers[name] = value
+      }
+    }
+
+    const uuidRegex = /^[0-9a-f]{8}-[0-9a-f]{4}-[0-9a-f]{4}-[0-9a-f]{4}-[0-9a-f]{12}$/i
+    const clientUserId = request.headers.get('x-user-id')
+    const clientTenantId = request.headers.get('x-tenant-id')
+    headers['X-User-ID'] = (clientUserId && uuidRegex.test(clientUserId)) ? clientUserId : '00000000-0000-0000-0000-000000000001'
+    headers['X-Tenant-ID'] = (clientTenantId && uuidRegex.test(clientTenantId)) ? clientTenantId : (process.env.DEFAULT_TENANT_ID || '9282a473-5c95-4b3a-bf78-0ecc0ec71d3e')
+
+    const fetchOptions: RequestInit = {
+      method,
+      headers,
+      signal: AbortSignal.timeout(60000),
+    }
+
+    if (method === 'POST' || method === 'PUT' || method === 'PATCH') {
+      const body = await request.text()
+      if (body) {
+        fetchOptions.body = body
+      }
+    }
+
+    const response = await fetch(url, fetchOptions)
+
+    // Handle export endpoints that may return CSV
+    const contentType = response.headers.get('content-type') || ''
+    if (contentType.includes('text/csv') || contentType.includes('application/octet-stream')) {
+      const blob = await response.arrayBuffer()
+      return new NextResponse(blob, {
+        status: response.status,
+        headers: {
+          'Content-Type': contentType,
+          'Content-Disposition': response.headers.get('content-disposition') || 'attachment',
+        },
+      })
+    }
+
+    if (!response.ok) {
+      const errorText = await response.text()
+      let errorJson
+      try {
+        errorJson = JSON.parse(errorText)
+      } catch {
+        errorJson = { error: errorText }
+      }
+      return NextResponse.json(
+        { error: `Backend Error: ${response.status}`, ...errorJson },
+        { status: response.status }
+      )
+    }
+
+    const data = await response.json()
+    return NextResponse.json(data)
+  } catch (error) {
+    console.error('LLM Audit API proxy error:', error)
+    return NextResponse.json(
+      { error: 'Verbindung zum SDK Backend fehlgeschlagen' },
+      { status: 503 }
+    )
+  }
+}
+
+export async function GET(
+  request: NextRequest,
+  { params }: { params: Promise<{ path?: string[] }> }
+) {
+  const { path } = await params
+  return proxyRequest(request, path, 'GET')
+}
+
+export async function POST(
+  request: NextRequest,
+  { params }: { params: Promise<{ path?: string[] }> }
+) {
+  const { path } = await params
+  return proxyRequest(request, path, 'POST')
+}

admin-compliance/app/api/sdk/v1/canonical/route.ts

@@ -0,0 +1,349 @@
+import { NextRequest, NextResponse } from 'next/server'
+
+const BACKEND_URL = process.env.BACKEND_URL || 'http://backend-compliance:8002'
+
+/**
+ * Proxy: GET /api/sdk/v1/canonical?endpoint=...
+ *
+ * Routes to backend canonical control endpoints:
+ *   endpoint=frameworks   → GET /api/compliance/v1/canonical/frameworks
+ *   endpoint=controls     → GET /api/compliance/v1/canonical/controls(?severity=...&domain=...)
+ *   endpoint=control&id=  → GET /api/compliance/v1/canonical/controls/{id}
+ *   endpoint=sources      → GET /api/compliance/v1/canonical/sources
+ *   endpoint=licenses     → GET /api/compliance/v1/canonical/licenses
+ */
+export async function GET(request: NextRequest) {
+  try {
+    const { searchParams } = new URL(request.url)
+    const endpoint = searchParams.get('endpoint') || 'frameworks'
+
+    let backendPath: string
+
+    switch (endpoint) {
+      case 'frameworks':
+        backendPath = '/api/compliance/v1/canonical/frameworks'
+        break
+
+      case 'controls': {
+        const controlParams = new URLSearchParams()
+        const passthrough = ['severity', 'domain', 'release_state', 'verification_method', 'category', 'evidence_type',
+          'target_audience', 'source', 'search', 'control_type', 'exclude_duplicates', 'sort', 'order', 'limit', 'offset']
+        for (const key of passthrough) {
+          const val = searchParams.get(key)
+          if (val) controlParams.set(key, val)
+        }
+        const qs = controlParams.toString()
+        backendPath = `/api/compliance/v1/canonical/controls${qs ? `?${qs}` : ''}`
+        break
+      }
+
+      case 'controls-count': {
+        const countParams = new URLSearchParams()
+        const countPassthrough = ['severity', 'domain', 'release_state', 'verification_method', 'category', 'evidence_type',
+          'target_audience', 'source', 'search', 'control_type', 'exclude_duplicates']
+        for (const key of countPassthrough) {
+          const val = searchParams.get(key)
+          if (val) countParams.set(key, val)
+        }
+        const countQs = countParams.toString()
+        backendPath = `/api/compliance/v1/canonical/controls-count${countQs ? `?${countQs}` : ''}`
+        break
+      }
+
+      case 'controls-meta': {
+        const metaParams = new URLSearchParams()
+        const metaPassthrough = ['severity', 'domain', 'release_state', 'verification_method', 'category', 'evidence_type',
+          'target_audience', 'source', 'search', 'control_type', 'exclude_duplicates']
+        for (const key of metaPassthrough) {
+          const val = searchParams.get(key)
+          if (val) metaParams.set(key, val)
+        }
+        const metaQs = metaParams.toString()
+        backendPath = `/api/compliance/v1/canonical/controls-meta${metaQs ? `?${metaQs}` : ''}`
+        break
+      }
+
+      case 'control': {
+        const controlId = searchParams.get('id')
+        if (!controlId) {
+          return NextResponse.json({ error: 'Missing control id' }, { status: 400 })
+        }
+        backendPath = `/api/compliance/v1/canonical/controls/${encodeURIComponent(controlId)}`
+        break
+      }
+
+      case 'sources':
+        backendPath = '/api/compliance/v1/canonical/sources'
+        break
+
+      case 'licenses':
+        backendPath = '/api/compliance/v1/canonical/licenses'
+        break
+
+      // Generator endpoints
+      case 'generate-jobs':
+        backendPath = '/api/compliance/v1/canonical/generate/jobs'
+        break
+
+      case 'generate-status': {
+        const jobId = searchParams.get('jobId')
+        if (!jobId) {
+          return NextResponse.json({ error: 'Missing jobId' }, { status: 400 })
+        }
+        backendPath = `/api/compliance/v1/canonical/generate/status/${encodeURIComponent(jobId)}`
+        break
+      }
+
+      case 'review-queue': {
+        const state = searchParams.get('release_state') || 'needs_review'
+        backendPath = `/api/compliance/v1/canonical/generate/review-queue?release_state=${encodeURIComponent(state)}`
+        break
+      }
+
+      case 'processed-stats':
+        backendPath = '/api/compliance/v1/canonical/generate/processed-stats'
+        break
+
+      case 'categories':
+        backendPath = '/api/compliance/v1/canonical/categories'
+        break
+
+      case 'traceability': {
+        const traceId = searchParams.get('id')
+        if (!traceId) {
+          return NextResponse.json({ error: 'Missing control id' }, { status: 400 })
+        }
+        backendPath = `/api/compliance/v1/canonical/controls/${encodeURIComponent(traceId)}/traceability`
+        break
+      }
+
+      case 'provenance': {
+        const provId = searchParams.get('id')
+        if (!provId) {
+          return NextResponse.json({ error: 'Missing control id' }, { status: 400 })
+        }
+        backendPath = `/api/compliance/v1/canonical/controls/${encodeURIComponent(provId)}/provenance`
+        break
+      }
+
+      case 'atomic-stats':
+        backendPath = '/api/compliance/v1/canonical/controls/atomic-stats'
+        break
+
+      case 'similar': {
+        const simControlId = searchParams.get('id')
+        if (!simControlId) {
+          return NextResponse.json({ error: 'Missing control id' }, { status: 400 })
+        }
+        const simThreshold = searchParams.get('threshold') || '0.85'
+        backendPath = `/api/compliance/v1/canonical/controls/${encodeURIComponent(simControlId)}/similar?threshold=${simThreshold}`
+        break
+      }
+
+      case 'blocked-sources':
+        backendPath = '/api/compliance/v1/canonical/blocked-sources'
+        break
+
+      case 'v1-matches': {
+        const matchId = searchParams.get('id')
+        if (!matchId) {
+          return NextResponse.json({ error: 'Missing control id' }, { status: 400 })
+        }
+        backendPath = `/api/compliance/v1/canonical/controls/${encodeURIComponent(matchId)}/v1-matches`
+        break
+      }
+
+      case 'v1-enrichment-stats':
+        backendPath = '/api/compliance/v1/canonical/controls/v1-enrichment-stats'
+        break
+
+      case 'obligation-dedup-stats':
+        backendPath = '/api/compliance/v1/canonical/obligations/dedup-stats'
+        break
+
+      case 'controls-customer': {
+        const custSeverity = searchParams.get('severity')
+        const custDomain = searchParams.get('domain')
+        const custParams = new URLSearchParams()
+        if (custSeverity) custParams.set('severity', custSeverity)
+        if (custDomain) custParams.set('domain', custDomain)
+        const custQs = custParams.toString()
+        backendPath = `/api/compliance/v1/canonical/controls-customer${custQs ? `?${custQs}` : ''}`
+        break
+      }
+
+      default:
+        return NextResponse.json({ error: `Unknown endpoint: ${endpoint}` }, { status: 400 })
+    }
+
+    const response = await fetch(`${BACKEND_URL}${backendPath}`)
+
+    if (!response.ok) {
+      if (response.status === 404) {
+        return NextResponse.json(null, { status: 404 })
+      }
+      const errorText = await response.text()
+      return NextResponse.json(
+        { error: 'Backend error', details: errorText },
+        { status: response.status }
+      )
+    }
+
+    return NextResponse.json(await response.json())
+  } catch (error) {
+    console.error('Canonical control proxy error:', error)
+    return NextResponse.json(
+      { error: 'Failed to connect to backend' },
+      { status: 503 }
+    )
+  }
+}
+
+/**
+ * Proxy: POST /api/sdk/v1/canonical?endpoint=...
+ *
+ *   endpoint=create-control         → POST /api/compliance/v1/canonical/controls
+ *   endpoint=similarity-check&id=   → POST /api/compliance/v1/canonical/controls/{id}/similarity-check
+ */
+export async function POST(request: NextRequest) {
+  try {
+    const { searchParams } = new URL(request.url)
+    const endpoint = searchParams.get('endpoint')
+    const body = await request.json()
+
+    let backendPath: string
+
+    if (endpoint === 'create-control') {
+      backendPath = '/api/compliance/v1/canonical/controls'
+    } else if (endpoint === 'generate') {
+      backendPath = '/api/compliance/v1/canonical/generate'
+    } else if (endpoint === 'review') {
+      const controlId = searchParams.get('id')
+      if (!controlId) {
+        return NextResponse.json({ error: 'Missing control id' }, { status: 400 })
+      }
+      backendPath = `/api/compliance/v1/canonical/generate/review/${encodeURIComponent(controlId)}`
+    } else if (endpoint === 'bulk-review') {
+      backendPath = '/api/compliance/v1/canonical/generate/bulk-review'
+    } else if (endpoint === 'blocked-sources-cleanup') {
+      backendPath = '/api/compliance/v1/canonical/blocked-sources/cleanup'
+    } else if (endpoint === 'enrich-v1-matches') {
+      const dryRun = searchParams.get('dry_run') ?? 'true'
+      const batchSize = searchParams.get('batch_size') ?? '100'
+      const enrichOffset = searchParams.get('offset') ?? '0'
+      backendPath = `/api/compliance/v1/canonical/controls/enrich-v1-matches?dry_run=${dryRun}&batch_size=${batchSize}&offset=${enrichOffset}`
+    } else if (endpoint === 'obligation-dedup') {
+      const dryRun = searchParams.get('dry_run') ?? 'true'
+      const batchSize = searchParams.get('batch_size') ?? '0'
+      const dedupOffset = searchParams.get('offset') ?? '0'
+      backendPath = `/api/compliance/v1/canonical/obligations/dedup?dry_run=${dryRun}&batch_size=${batchSize}&offset=${dedupOffset}`
+    } else if (endpoint === 'similarity-check') {
+      const controlId = searchParams.get('id')
+      if (!controlId) {
+        return NextResponse.json({ error: 'Missing control id' }, { status: 400 })
+      }
+      backendPath = `/api/compliance/v1/canonical/controls/${encodeURIComponent(controlId)}/similarity-check`
+    } else {
+      return NextResponse.json({ error: `Unknown POST endpoint: ${endpoint}` }, { status: 400 })
+    }
+
+    const response = await fetch(`${BACKEND_URL}${backendPath}`, {
+      method: 'POST',
+      headers: { 'Content-Type': 'application/json' },
+      body: JSON.stringify(body),
+    })
+
+    if (!response.ok) {
+      const errorText = await response.text()
+      return NextResponse.json(
+        { error: 'Backend error', details: errorText },
+        { status: response.status }
+      )
+    }
+
+    return NextResponse.json(await response.json(), { status: response.status })
+  } catch (error) {
+    console.error('Canonical control POST proxy error:', error)
+    return NextResponse.json(
+      { error: 'Failed to connect to backend' },
+      { status: 503 }
+    )
+  }
+}
+
+/**
+ * Proxy: PUT /api/sdk/v1/canonical?endpoint=update-control&id=AUTH-001
+ *
+ * Routes to: PUT /api/compliance/v1/canonical/controls/{id}
+ */
+export async function PUT(request: NextRequest) {
+  try {
+    const { searchParams } = new URL(request.url)
+    const controlId = searchParams.get('id')
+    if (!controlId) {
+      return NextResponse.json({ error: 'Missing control id' }, { status: 400 })
+    }
+
+    const body = await request.json()
+    const response = await fetch(
+      `${BACKEND_URL}/api/compliance/v1/canonical/controls/${encodeURIComponent(controlId)}`,
+      {
+        method: 'PUT',
+        headers: { 'Content-Type': 'application/json' },
+        body: JSON.stringify(body),
+      }
+    )
+
+    if (!response.ok) {
+      const errorText = await response.text()
+      return NextResponse.json(
+        { error: 'Backend error', details: errorText },
+        { status: response.status }
+      )
+    }
+
+    return NextResponse.json(await response.json())
+  } catch (error) {
+    console.error('Canonical control PUT proxy error:', error)
+    return NextResponse.json(
+      { error: 'Failed to connect to backend' },
+      { status: 503 }
+    )
+  }
+}
+
+/**
+ * Proxy: DELETE /api/sdk/v1/canonical?id=AUTH-001
+ *
+ * Routes to: DELETE /api/compliance/v1/canonical/controls/{id}
+ */
+export async function DELETE(request: NextRequest) {
+  try {
+    const { searchParams } = new URL(request.url)
+    const controlId = searchParams.get('id')
+    if (!controlId) {
+      return NextResponse.json({ error: 'Missing control id' }, { status: 400 })
+    }
+
+    const response = await fetch(
+      `${BACKEND_URL}/api/compliance/v1/canonical/controls/${encodeURIComponent(controlId)}`,
+      { method: 'DELETE' }
+    )
+
+    if (!response.ok && response.status !== 204) {
+      const errorText = await response.text()
+      return NextResponse.json(
+        { error: 'Backend error', details: errorText },
+        { status: response.status }
+      )
+    }
+
+    return new NextResponse(null, { status: 204 })
+  } catch (error) {
+    console.error('Canonical control DELETE proxy error:', error)
+    return NextResponse.json(
+      { error: 'Failed to connect to backend' },
+      { status: 503 }
+    )
+  }
+}

admin-compliance/app/api/sdk/v1/company-profile/route.ts

@@ -1,17 +1,26 @@
 import { NextRequest, NextResponse } from 'next/server'
 
-const BACKEND_URL = process.env.BACKEND_URL || 'http://localhost:8002'
+const BACKEND_URL = process.env.BACKEND_URL || 'http://backend-compliance:8002'
+
+function getIds(request: NextRequest, body?: Record<string, unknown>) {
+  const { searchParams } = new URL(request.url)
+  const tenantId = searchParams.get('tenant_id') || 'default'
+  const projectId = searchParams.get('project_id') || (body?.project_id as string) || ''
+  const qs = projectId
+    ? `tenant_id=${encodeURIComponent(tenantId)}&project_id=${encodeURIComponent(projectId)}`
+    : `tenant_id=${encodeURIComponent(tenantId)}`
+  return { tenantId, projectId, qs }
+}
 
 /**
  * Proxy: GET /api/sdk/v1/company-profile → Backend GET /api/v1/company-profile
  */
 export async function GET(request: NextRequest) {
   try {
-    const { searchParams } = new URL(request.url)
-    const tenantId = searchParams.get('tenant_id') || 'default'
+    const { tenantId, qs } = getIds(request)
 
     const response = await fetch(
-      `${BACKEND_URL}/api/v1/company-profile?tenant_id=${encodeURIComponent(tenantId)}`,
+      `${BACKEND_URL}/api/v1/company-profile?${qs}`,
       {
         headers: {
           'X-Tenant-ID': tenantId,
@@ -47,10 +56,10 @@ export async function GET(request: NextRequest) {
 export async function POST(request: NextRequest) {
   try {
     const body = await request.json()
-    const tenantId = body.tenant_id || 'default'
+    const { tenantId, qs } = getIds(request, body)
 
     const response = await fetch(
-      `${BACKEND_URL}/api/v1/company-profile?tenant_id=${encodeURIComponent(tenantId)}`,
+      `${BACKEND_URL}/api/v1/company-profile?${qs}`,
       {
         method: 'POST',
         headers: {
@@ -80,6 +89,42 @@ export async function POST(request: NextRequest) {
   }
 }
 
+/**
+ * Proxy: DELETE /api/sdk/v1/company-profile → Backend DELETE /api/v1/company-profile
+ * DSGVO Art. 17 Recht auf Löschung
+ */
+export async function DELETE(request: NextRequest) {
+  try {
+    const { tenantId, qs } = getIds(request)
+
+    const response = await fetch(
+      `${BACKEND_URL}/api/v1/company-profile?${qs}`,
+      {
+        method: 'DELETE',
+        headers: {
+          'X-Tenant-ID': tenantId,
+        },
+      }
+    )
+
+    if (!response.ok) {
+      const errorText = await response.text()
+      return NextResponse.json(
+        { error: 'Backend error', details: errorText },
+        { status: response.status }
+      )
+    }
+
+    return NextResponse.json(await response.json())
+  } catch (error) {
+    console.error('Failed to delete company profile:', error)
+    return NextResponse.json(
+      { error: 'Failed to connect to backend' },
+      { status: 503 }
+    )
+  }
+}
+
 /**
  * Proxy: PATCH /api/sdk/v1/company-profile → Backend PATCH /api/v1/company-profile
  * Partial updates for individual fields
@@ -87,10 +132,10 @@ export async function POST(request: NextRequest) {
 export async function PATCH(request: NextRequest) {
   try {
     const body = await request.json()
-    const tenantId = body.tenant_id || 'default'
+    const { tenantId, qs } = getIds(request, body)
 
     const response = await fetch(
-      `${BACKEND_URL}/api/v1/company-profile?tenant_id=${encodeURIComponent(tenantId)}`,
+      `${BACKEND_URL}/api/v1/company-profile?${qs}`,
       {
         method: 'PATCH',
         headers: {

admin-compliance/app/api/sdk/v1/compliance-scope/route.ts

@@ -1,6 +1,6 @@
 import { NextRequest, NextResponse } from 'next/server'
 
-const BACKEND_URL = process.env.BACKEND_URL || 'http://localhost:8002'
+const BACKEND_URL = process.env.BACKEND_URL || 'http://backend-compliance:8002'
 
 /**
  * Proxy: GET /api/sdk/v1/compliance-scope → Backend GET /api/v1/compliance-scope
@@ -12,7 +12,7 @@ export async function GET(request: NextRequest) {
     const tenantId = searchParams.get('tenant_id') || 'default'
 
     const response = await fetch(
-      `${BACKEND_URL}/api/v1/compliance-scope?tenant_id=${encodeURIComponent(tenantId)}`,
+      `${BACKEND_URL}/api/compliance/v1/compliance-scope?tenant_id=${encodeURIComponent(tenantId)}`,
       {
         headers: {
           'Content-Type': 'application/json',

admin-compliance/app/api/sdk/v1/compliance/evidence-checks/[[...path]]/route.ts

@@ -1,39 +1,52 @@
 /**
- * DSGVO API Proxy - Catch-all route
- * Proxies all /api/sdk/v1/dsgvo/* requests to ai-compliance-sdk backend
+ * Evidence Checks API Proxy - Catch-all route
+ * Proxies all /api/sdk/v1/compliance/evidence-checks/* requests to backend-compliance
  */
 
 import { NextRequest, NextResponse } from 'next/server'
 
-const SDK_BACKEND_URL = process.env.SDK_API_URL || 'http://ai-compliance-sdk:8090'
+const BACKEND_URL = process.env.BACKEND_URL || 'http://backend-compliance:8002'
 
 async function proxyRequest(
   request: NextRequest,
-  pathSegments: string[],
+  pathSegments: string[] | undefined,
   method: string
 ) {
-  const pathStr = pathSegments.join('/')
+  const pathStr = pathSegments?.join('/') || ''
   const searchParams = request.nextUrl.searchParams.toString()
-  const url = `${SDK_BACKEND_URL}/sdk/v1/dsgvo/${pathStr}${searchParams ? `?${searchParams}` : ''}`
+  const basePath = `${BACKEND_URL}/api/compliance/evidence-checks`
+  const url = pathStr
+    ? `${basePath}/${pathStr}${searchParams ? `?${searchParams}` : ''}`
+    : `${basePath}${searchParams ? `?${searchParams}` : ''}`
 
   try {
     const headers: HeadersInit = {
       'Content-Type': 'application/json',
+      'X-Tenant-Id': '9282a473-5c95-4b3a-bf78-0ecc0ec71d3e',
+      'X-User-Id': 'admin',
     }
 
-    // Forward auth headers if present
     const authHeader = request.headers.get('authorization')
     if (authHeader) {
       headers['Authorization'] = authHeader
     }
 
+    const tenantHeader = request.headers.get('x-tenant-id')
+    if (tenantHeader) {
+      headers['X-Tenant-Id'] = tenantHeader
+    }
+
+    const userIdHeader = request.headers.get('x-user-id')
+    if (userIdHeader) {
+      headers['X-User-Id'] = userIdHeader
+    }
+
     const fetchOptions: RequestInit = {
       method,
       headers,
       signal: AbortSignal.timeout(30000),
     }
 
-    // Add body for POST/PUT/PATCH methods
     if (['POST', 'PUT', 'PATCH'].includes(method)) {
       const contentType = request.headers.get('content-type')
       if (contentType?.includes('application/json')) {
@@ -43,27 +56,13 @@ async function proxyRequest(
             fetchOptions.body = text
           }
         } catch {
-          // Empty or invalid body - continue without
+          // Empty or invalid body
         }
       }
     }
 
     const response = await fetch(url, fetchOptions)
 
-    // Handle non-JSON responses (e.g., PDF export)
-    const responseContentType = response.headers.get('content-type')
-    if (responseContentType?.includes('application/pdf') ||
-        responseContentType?.includes('application/octet-stream')) {
-      const blob = await response.blob()
-      return new NextResponse(blob, {
-        status: response.status,
-        headers: {
-          'Content-Type': responseContentType,
-          'Content-Disposition': response.headers.get('content-disposition') || '',
-        },
-      })
-    }
-
     if (!response.ok) {
       const errorText = await response.text()
       let errorJson
@@ -81,9 +80,9 @@ async function proxyRequest(
     const data = await response.json()
     return NextResponse.json(data)
   } catch (error) {
-    console.error('DSGVO API proxy error:', error)
+    console.error('Evidence Checks API proxy error:', error)
     return NextResponse.json(
-      { error: 'Verbindung zum SDK Backend fehlgeschlagen' },
+      { error: 'Verbindung zum Backend fehlgeschlagen' },
       { status: 503 }
     )
   }
@@ -91,7 +90,7 @@ async function proxyRequest(
 
 export async function GET(
   request: NextRequest,
-  { params }: { params: Promise<{ path: string[] }> }
+  { params }: { params: Promise<{ path?: string[] }> }
 ) {
   const { path } = await params
   return proxyRequest(request, path, 'GET')
@@ -99,7 +98,7 @@ export async function GET(
 
 export async function POST(
   request: NextRequest,
-  { params }: { params: Promise<{ path: string[] }> }
+  { params }: { params: Promise<{ path?: string[] }> }
 ) {
   const { path } = await params
   return proxyRequest(request, path, 'POST')
@@ -107,7 +106,7 @@ export async function POST(
 
 export async function PUT(
   request: NextRequest,
-  { params }: { params: Promise<{ path: string[] }> }
+  { params }: { params: Promise<{ path?: string[] }> }
 ) {
   const { path } = await params
   return proxyRequest(request, path, 'PUT')
@@ -115,7 +114,7 @@ export async function PUT(
 
 export async function PATCH(
   request: NextRequest,
-  { params }: { params: Promise<{ path: string[] }> }
+  { params }: { params: Promise<{ path?: string[] }> }
 ) {
   const { path } = await params
   return proxyRequest(request, path, 'PATCH')
@@ -123,7 +122,7 @@ export async function PATCH(
 
 export async function DELETE(
   request: NextRequest,
-  { params }: { params: Promise<{ path: string[] }> }
+  { params }: { params: Promise<{ path?: string[] }> }
 ) {
   const { path } = await params
   return proxyRequest(request, path, 'DELETE')

admin-compliance/app/api/sdk/v1/compliance/process-tasks/[[...path]]/route.ts

@@ -0,0 +1,129 @@
+/**
+ * Process Tasks API Proxy - Catch-all route
+ * Proxies all /api/sdk/v1/compliance/process-tasks/* requests to backend-compliance
+ */
+
+import { NextRequest, NextResponse } from 'next/server'
+
+const BACKEND_URL = process.env.BACKEND_URL || 'http://backend-compliance:8002'
+
+async function proxyRequest(
+  request: NextRequest,
+  pathSegments: string[] | undefined,
+  method: string
+) {
+  const pathStr = pathSegments?.join('/') || ''
+  const searchParams = request.nextUrl.searchParams.toString()
+  const basePath = `${BACKEND_URL}/api/compliance/process-tasks`
+  const url = pathStr
+    ? `${basePath}/${pathStr}${searchParams ? `?${searchParams}` : ''}`
+    : `${basePath}${searchParams ? `?${searchParams}` : ''}`
+
+  try {
+    const headers: HeadersInit = {
+      'Content-Type': 'application/json',
+      'X-Tenant-Id': '9282a473-5c95-4b3a-bf78-0ecc0ec71d3e',
+      'X-User-Id': 'admin',
+    }
+
+    const authHeader = request.headers.get('authorization')
+    if (authHeader) {
+      headers['Authorization'] = authHeader
+    }
+
+    const tenantHeader = request.headers.get('x-tenant-id')
+    if (tenantHeader) {
+      headers['X-Tenant-Id'] = tenantHeader
+    }
+
+    const userIdHeader = request.headers.get('x-user-id')
+    if (userIdHeader) {
+      headers['X-User-Id'] = userIdHeader
+    }
+
+    const fetchOptions: RequestInit = {
+      method,
+      headers,
+      signal: AbortSignal.timeout(30000),
+    }
+
+    if (['POST', 'PUT', 'PATCH'].includes(method)) {
+      const contentType = request.headers.get('content-type')
+      if (contentType?.includes('application/json')) {
+        try {
+          const text = await request.text()
+          if (text && text.trim()) {
+            fetchOptions.body = text
+          }
+        } catch {
+          // Empty or invalid body
+        }
+      }
+    }
+
+    const response = await fetch(url, fetchOptions)
+
+    if (!response.ok) {
+      const errorText = await response.text()
+      let errorJson
+      try {
+        errorJson = JSON.parse(errorText)
+      } catch {
+        errorJson = { error: errorText }
+      }
+      return NextResponse.json(
+        { error: `Backend Error: ${response.status}`, ...errorJson },
+        { status: response.status }
+      )
+    }
+
+    const data = await response.json()
+    return NextResponse.json(data)
+  } catch (error) {
+    console.error('Process Tasks API proxy error:', error)
+    return NextResponse.json(
+      { error: 'Verbindung zum Backend fehlgeschlagen' },
+      { status: 503 }
+    )
+  }
+}
+
+export async function GET(
+  request: NextRequest,
+  { params }: { params: Promise<{ path?: string[] }> }
+) {
+  const { path } = await params
+  return proxyRequest(request, path, 'GET')
+}
+
+export async function POST(
+  request: NextRequest,
+  { params }: { params: Promise<{ path?: string[] }> }
+) {
+  const { path } = await params
+  return proxyRequest(request, path, 'POST')
+}
+
+export async function PUT(
+  request: NextRequest,
+  { params }: { params: Promise<{ path?: string[] }> }
+) {
+  const { path } = await params
+  return proxyRequest(request, path, 'PUT')
+}
+
+export async function PATCH(
+  request: NextRequest,
+  { params }: { params: Promise<{ path?: string[] }> }
+) {
+  const { path } = await params
+  return proxyRequest(request, path, 'PATCH')
+}
+
+export async function DELETE(
+  request: NextRequest,
+  { params }: { params: Promise<{ path?: string[] }> }
+) {
+  const { path } = await params
+  return proxyRequest(request, path, 'DELETE')
+}

admin-compliance/app/api/sdk/v1/dsfa/[[...path]]/route.ts

@@ -0,0 +1,123 @@
+/**
+ * DSFA API Proxy — Datenschutz-Folgenabschaetzung (Art. 35 DSGVO)
+ * Proxies /api/sdk/v1/dsfa/* → backend-compliance:8002/api/v1/dsfa/*
+ */
+
+import { NextRequest, NextResponse } from 'next/server'
+
+const BACKEND_URL = process.env.BACKEND_URL || 'http://backend-compliance:8002'
+
+async function proxyRequest(
+  request: NextRequest,
+  pathSegments: string[] | undefined,
+  method: string
+) {
+  const pathStr = pathSegments?.join('/') || ''
+  const searchParams = request.nextUrl.searchParams.toString()
+  const basePath = `${BACKEND_URL}/api/compliance/dsfa`
+  const url = pathStr
+    ? `${basePath}/${pathStr}${searchParams ? `?${searchParams}` : ''}`
+    : `${basePath}${searchParams ? `?${searchParams}` : ''}`
+
+  try {
+    const headers: HeadersInit = {
+      'Content-Type': 'application/json',
+    }
+
+    const headerNames = ['authorization', 'x-namespace-id', 'x-tenant-slug']
+    for (const name of headerNames) {
+      const value = request.headers.get(name)
+      if (value) {
+        headers[name] = value
+      }
+    }
+
+    const uuidRegex = /^[0-9a-f]{8}-[0-9a-f]{4}-[0-9a-f]{4}-[0-9a-f]{4}-[0-9a-f]{12}$/i
+    const clientUserId = request.headers.get('x-user-id')
+    const clientTenantId = request.headers.get('x-tenant-id')
+    headers['X-User-ID'] = (clientUserId && uuidRegex.test(clientUserId))
+      ? clientUserId
+      : '00000000-0000-0000-0000-000000000001'
+    headers['X-Tenant-ID'] = (clientTenantId && uuidRegex.test(clientTenantId))
+      ? clientTenantId
+      : (process.env.DEFAULT_TENANT_ID || '9282a473-5c95-4b3a-bf78-0ecc0ec71d3e')
+
+    const fetchOptions: RequestInit = {
+      method,
+      headers,
+      signal: AbortSignal.timeout(60000),
+    }
+
+    if (method === 'POST' || method === 'PUT' || method === 'PATCH') {
+      const body = await request.text()
+      if (body) {
+        fetchOptions.body = body
+      }
+    }
+
+    const response = await fetch(url, fetchOptions)
+
+    if (!response.ok) {
+      const errorText = await response.text()
+      let errorJson
+      try {
+        errorJson = JSON.parse(errorText)
+      } catch {
+        errorJson = { error: errorText }
+      }
+      return NextResponse.json(
+        { error: `Backend Error: ${response.status}`, ...errorJson },
+        { status: response.status }
+      )
+    }
+
+    const data = await response.json()
+    return NextResponse.json(data)
+  } catch (error) {
+    console.error('DSFA API proxy error:', error)
+    return NextResponse.json(
+      { error: 'Verbindung zum Compliance Backend fehlgeschlagen' },
+      { status: 503 }
+    )
+  }
+}
+
+export async function GET(
+  request: NextRequest,
+  { params }: { params: Promise<{ path?: string[] }> }
+) {
+  const { path } = await params
+  return proxyRequest(request, path, 'GET')
+}
+
+export async function POST(
+  request: NextRequest,
+  { params }: { params: Promise<{ path?: string[] }> }
+) {
+  const { path } = await params
+  return proxyRequest(request, path, 'POST')
+}
+
+export async function PUT(
+  request: NextRequest,
+  { params }: { params: Promise<{ path?: string[] }> }
+) {
+  const { path } = await params
+  return proxyRequest(request, path, 'PUT')
+}
+
+export async function PATCH(
+  request: NextRequest,
+  { params }: { params: Promise<{ path?: string[] }> }
+) {
+  const { path } = await params
+  return proxyRequest(request, path, 'PATCH')
+}
+
+export async function DELETE(
+  request: NextRequest,
+  { params }: { params: Promise<{ path?: string[] }> }
+) {
+  const { path } = await params
+  return proxyRequest(request, path, 'DELETE')
+}

admin-compliance/app/api/sdk/v1/escalations/[[...path]]/route.ts

@@ -22,6 +22,8 @@ async function proxyRequest(
   try {
     const headers: HeadersInit = {
       'Content-Type': 'application/json',
+      'X-Tenant-Id': '9282a473-5c95-4b3a-bf78-0ecc0ec71d3e',
+      'X-User-Id': 'admin',
     }
 
     const authHeader = request.headers.get('authorization')
@@ -34,6 +36,11 @@ async function proxyRequest(
       headers['X-Tenant-Id'] = tenantHeader
     }
 
+    const userIdHeader = request.headers.get('x-user-id')
+    if (userIdHeader) {
+      headers['X-User-Id'] = userIdHeader
+    }
+
     const fetchOptions: RequestInit = {
       method,
       headers,

admin-compliance/app/api/sdk/v1/import/[id]/route.ts

@@ -1,6 +1,6 @@
 import { NextRequest, NextResponse } from 'next/server'
 
-const BACKEND_URL = process.env.BACKEND_URL || 'http://localhost:8002'
+const BACKEND_URL = process.env.BACKEND_URL || 'http://backend-compliance:8002'
 
 /**
  * Proxy: DELETE /api/sdk/v1/import/:id → Backend DELETE /api/v1/import/:id

admin-compliance/app/api/sdk/v1/import/analyze/route.ts

@@ -1,6 +1,6 @@
 import { NextRequest, NextResponse } from 'next/server'
 
-const BACKEND_URL = process.env.BACKEND_URL || 'http://localhost:8002'
+const BACKEND_URL = process.env.BACKEND_URL || 'http://backend-compliance:8002'
 
 /**
  * Proxy: POST /api/sdk/v1/import/analyze → Backend POST /api/v1/import/analyze

admin-compliance/app/api/sdk/v1/import/route.ts

@@ -1,6 +1,6 @@
 import { NextRequest, NextResponse } from 'next/server'
 
-const BACKEND_URL = process.env.BACKEND_URL || 'http://localhost:8002'
+const BACKEND_URL = process.env.BACKEND_URL || 'http://backend-compliance:8002'
 
 /**
  * Proxy: GET /api/sdk/v1/import → Backend GET /api/v1/import
@@ -40,3 +40,52 @@ export async function GET(request: NextRequest) {
     )
   }
 }
+
+/**
+ * Proxy: POST /api/sdk/v1/import → Backend POST /api/v1/import/analyze
+ * Uploads a document for gap analysis. Forwards multipart/form-data.
+ */
+export async function POST(request: NextRequest) {
+  try {
+    const contentType = request.headers.get('content-type') || ''
+    const url = `${BACKEND_URL}/api/v1/import/analyze`
+
+    let body: BodyInit
+    const headers: Record<string, string> = {}
+
+    if (contentType.includes('multipart/form-data')) {
+      body = await request.arrayBuffer()
+      headers['Content-Type'] = contentType
+    } else {
+      body = await request.text()
+      headers['Content-Type'] = 'application/json'
+    }
+
+    if (request.headers.get('X-Tenant-ID')) {
+      headers['X-Tenant-ID'] = request.headers.get('X-Tenant-ID') as string
+    }
+
+    const response = await fetch(url, {
+      method: 'POST',
+      headers,
+      body,
+    })
+
+    if (!response.ok) {
+      const errorText = await response.text()
+      return NextResponse.json(
+        { error: 'Backend error', details: errorText },
+        { status: response.status }
+      )
+    }
+
+    const data = await response.json()
+    return NextResponse.json(data)
+  } catch (error) {
+    console.error('Failed to upload document for import analysis:', error)
+    return NextResponse.json(
+      { error: 'Failed to connect to backend' },
+      { status: 503 }
+    )
+  }
+}

admin-compliance/app/api/sdk/v1/incidents/[[...path]]/route.ts

@@ -1,12 +1,15 @@
 /**
  * Incidents/Breach Management API Proxy - Catch-all route
- * Proxies all /api/sdk/v1/incidents/* requests to ai-compliance-sdk backend
+ * Proxies all /api/sdk/v1/incidents/* requests to backend-compliance (Python)
+ * Python backend is Source of Truth (migrated from Go ai-compliance-sdk)
  * Supports PDF generation for authority notification forms
  */
 
 import { NextRequest, NextResponse } from 'next/server'
 
-const SDK_BACKEND_URL = process.env.SDK_API_URL || 'http://ai-compliance-sdk:8090'
+const BACKEND_URL = process.env.COMPLIANCE_BACKEND_URL || 'http://backend-compliance:8002'
+const DEFAULT_TENANT_ID = '9282a473-5c95-4b3a-bf78-0ecc0ec71d3e'
+const DEFAULT_USER_ID = 'admin'
 
 async function proxyRequest(
   request: NextRequest,
@@ -15,7 +18,7 @@ async function proxyRequest(
 ) {
   const pathStr = pathSegments?.join('/') || ''
   const searchParams = request.nextUrl.searchParams.toString()
-  const basePath = `${SDK_BACKEND_URL}/sdk/v1/incidents`
+  const basePath = `${BACKEND_URL}/api/compliance/incidents`
   const url = pathStr
     ? `${basePath}/${pathStr}${searchParams ? `?${searchParams}` : ''}`
     : `${basePath}${searchParams ? `?${searchParams}` : ''}`
@@ -30,10 +33,8 @@ async function proxyRequest(
       headers['Authorization'] = authHeader
     }
 
-    const tenantHeader = request.headers.get('x-tenant-id')
-    if (tenantHeader) {
-      headers['X-Tenant-Id'] = tenantHeader
-    }
+    headers['X-Tenant-Id'] = request.headers.get('x-tenant-id') || DEFAULT_TENANT_ID
+    headers['X-User-Id'] = request.headers.get('x-user-id') || DEFAULT_USER_ID
 
     const fetchOptions: RequestInit = {
       method,

admin-compliance/app/api/sdk/v1/isms/[[...path]]/route.ts

@@ -0,0 +1,111 @@
+/**
+ * ISMS (ISO 27001) API Proxy - Catch-all route
+ * Proxies all /api/sdk/v1/isms/* requests to backend-compliance /api/isms/*
+ */
+
+import { NextRequest, NextResponse } from 'next/server'
+
+const BACKEND_URL = process.env.BACKEND_URL || 'http://backend-compliance:8002'
+
+async function proxyRequest(
+  request: NextRequest,
+  pathSegments: string[] | undefined,
+  method: string
+) {
+  const pathStr = pathSegments?.join('/') || ''
+  const searchParams = request.nextUrl.searchParams.toString()
+  const basePath = `${BACKEND_URL}/api/compliance/isms`
+  const url = pathStr
+    ? `${basePath}/${pathStr}${searchParams ? `?${searchParams}` : ''}`
+    : `${basePath}${searchParams ? `?${searchParams}` : ''}`
+
+  try {
+    const headers: HeadersInit = {
+      'Content-Type': 'application/json',
+    }
+
+    const headerNames = ['authorization', 'x-namespace-id', 'x-tenant-slug']
+    for (const name of headerNames) {
+      const value = request.headers.get(name)
+      if (value) {
+        headers[name] = value
+      }
+    }
+
+    const uuidRegex = /^[0-9a-f]{8}-[0-9a-f]{4}-[0-9a-f]{4}-[0-9a-f]{4}-[0-9a-f]{12}$/i
+    const clientUserId = request.headers.get('x-user-id')
+    const clientTenantId = request.headers.get('x-tenant-id')
+    headers['X-User-ID'] = (clientUserId && uuidRegex.test(clientUserId)) ? clientUserId : '00000000-0000-0000-0000-000000000001'
+    headers['X-Tenant-ID'] = (clientTenantId && uuidRegex.test(clientTenantId)) ? clientTenantId : (process.env.DEFAULT_TENANT_ID || '9282a473-5c95-4b3a-bf78-0ecc0ec71d3e')
+
+    const fetchOptions: RequestInit = {
+      method,
+      headers,
+      signal: AbortSignal.timeout(60000),
+    }
+
+    if (method === 'POST' || method === 'PUT' || method === 'PATCH') {
+      const body = await request.text()
+      if (body) {
+        fetchOptions.body = body
+      }
+    }
+
+    const response = await fetch(url, fetchOptions)
+
+    if (!response.ok) {
+      const errorText = await response.text()
+      let errorJson
+      try {
+        errorJson = JSON.parse(errorText)
+      } catch {
+        errorJson = { error: errorText }
+      }
+      return NextResponse.json(
+        { error: `Backend Error: ${response.status}`, ...errorJson },
+        { status: response.status }
+      )
+    }
+
+    const data = await response.json()
+    return NextResponse.json(data)
+  } catch (error) {
+    console.error('ISMS API proxy error:', error)
+    return NextResponse.json(
+      { error: 'Verbindung zum Compliance Backend fehlgeschlagen' },
+      { status: 503 }
+    )
+  }
+}
+
+export async function GET(
+  request: NextRequest,
+  { params }: { params: Promise<{ path?: string[] }> }
+) {
+  const { path } = await params
+  return proxyRequest(request, path, 'GET')
+}
+
+export async function POST(
+  request: NextRequest,
+  { params }: { params: Promise<{ path?: string[] }> }
+) {
+  const { path } = await params
+  return proxyRequest(request, path, 'POST')
+}
+
+export async function PUT(
+  request: NextRequest,
+  { params }: { params: Promise<{ path?: string[] }> }
+) {
+  const { path } = await params
+  return proxyRequest(request, path, 'PUT')
+}
+
+export async function DELETE(
+  request: NextRequest,
+  { params }: { params: Promise<{ path?: string[] }> }
+) {
+  const { path } = await params
+  return proxyRequest(request, path, 'DELETE')
+}

admin-compliance/app/api/sdk/v1/modules/[moduleId]/activate/route.ts

@@ -1,6 +1,6 @@
 import { NextRequest, NextResponse } from 'next/server'
 
-const BACKEND_URL = process.env.BACKEND_URL || 'http://localhost:8002'
+const BACKEND_URL = process.env.BACKEND_URL || 'http://backend-compliance:8002'
 
 export async function POST(
   request: NextRequest,
@@ -9,7 +9,7 @@ export async function POST(
   try {
     const { moduleId } = await params
     const response = await fetch(
-      `${BACKEND_URL}/api/modules/${encodeURIComponent(moduleId)}/activate`,
+      `${BACKEND_URL}/api/compliance/modules/${encodeURIComponent(moduleId)}/activate`,
       {
         method: 'POST',
         headers: { 'Content-Type': 'application/json' },

admin-compliance/app/api/sdk/v1/modules/[moduleId]/deactivate/route.ts

@@ -1,6 +1,6 @@
 import { NextRequest, NextResponse } from 'next/server'
 
-const BACKEND_URL = process.env.BACKEND_URL || 'http://localhost:8002'
+const BACKEND_URL = process.env.BACKEND_URL || 'http://backend-compliance:8002'
 
 export async function POST(
   request: NextRequest,
@@ -9,7 +9,7 @@ export async function POST(
   try {
     const { moduleId } = await params
     const response = await fetch(
-      `${BACKEND_URL}/api/modules/${encodeURIComponent(moduleId)}/deactivate`,
+      `${BACKEND_URL}/api/compliance/modules/${encodeURIComponent(moduleId)}/deactivate`,
       {
         method: 'POST',
         headers: { 'Content-Type': 'application/json' },

admin-compliance/app/api/sdk/v1/modules/[moduleId]/route.ts

@@ -1,6 +1,6 @@
 import { NextRequest, NextResponse } from 'next/server'
 
-const BACKEND_URL = process.env.BACKEND_URL || 'http://localhost:8002'
+const BACKEND_URL = process.env.BACKEND_URL || 'http://backend-compliance:8002'
 
 /**
  * Proxy: GET /api/sdk/v1/modules/:moduleId → Backend GET /api/modules/:moduleId
@@ -13,7 +13,7 @@ export async function GET(
     const { moduleId } = await params
 
     const response = await fetch(
-      `${BACKEND_URL}/api/modules/${encodeURIComponent(moduleId)}`,
+      `${BACKEND_URL}/api/compliance/modules/${encodeURIComponent(moduleId)}`,
       {
         method: 'GET',
         headers: {

admin-compliance/app/api/sdk/v1/modules/route.ts

@@ -1,6 +1,6 @@
 import { NextRequest, NextResponse } from 'next/server'
 
-const BACKEND_URL = process.env.BACKEND_URL || 'http://localhost:8002'
+const BACKEND_URL = process.env.BACKEND_URL || 'http://backend-compliance:8002'
 
 /**
  * Proxy to backend-compliance /api/modules endpoint.
@@ -23,7 +23,7 @@ export async function GET(request: NextRequest) {
     if (aiComponents) params.set('ai_components', aiComponents)
 
     const queryString = params.toString()
-    const url = `${BACKEND_URL}/api/modules${queryString ? `?${queryString}` : ''}`
+    const url = `${BACKEND_URL}/api/compliance/modules${queryString ? `?${queryString}` : ''}`
 
     const response = await fetch(url, {
       method: 'GET',
@@ -63,7 +63,7 @@ export async function POST(request: NextRequest) {
   try {
     const body = await request.json()
 
-    const response = await fetch(`${BACKEND_URL}/api/modules`, {
+    const response = await fetch(`${BACKEND_URL}/api/compliance/modules`, {
       method: 'POST',
       headers: {
         'Content-Type': 'application/json',

admin-compliance/app/api/sdk/v1/portfolio/[[...path]]/route.ts

@@ -0,0 +1,119 @@
+/**
+ * Portfolio API Proxy - Catch-all route
+ * Proxies all /api/sdk/v1/portfolio/* requests to ai-compliance-sdk backend
+ */
+
+import { NextRequest, NextResponse } from 'next/server'
+
+const SDK_BACKEND_URL = process.env.SDK_API_URL || 'http://ai-compliance-sdk:8090'
+
+async function proxyRequest(
+  request: NextRequest,
+  pathSegments: string[] | undefined,
+  method: string
+) {
+  const pathStr = pathSegments?.join('/') || ''
+  const searchParams = request.nextUrl.searchParams.toString()
+  const basePath = `${SDK_BACKEND_URL}/sdk/v1/portfolios`
+  const url = pathStr
+    ? `${basePath}/${pathStr}${searchParams ? `?${searchParams}` : ''}`
+    : `${basePath}${searchParams ? `?${searchParams}` : ''}`
+
+  try {
+    const headers: HeadersInit = {
+      'Content-Type': 'application/json',
+    }
+
+    const headerNames = ['authorization', 'x-namespace-id', 'x-tenant-slug']
+    for (const name of headerNames) {
+      const value = request.headers.get(name)
+      if (value) {
+        headers[name] = value
+      }
+    }
+
+    const uuidRegex = /^[0-9a-f]{8}-[0-9a-f]{4}-[0-9a-f]{4}-[0-9a-f]{4}-[0-9a-f]{12}$/i
+    const clientUserId = request.headers.get('x-user-id')
+    const clientTenantId = request.headers.get('x-tenant-id')
+    headers['X-User-ID'] = (clientUserId && uuidRegex.test(clientUserId)) ? clientUserId : '00000000-0000-0000-0000-000000000001'
+    headers['X-Tenant-ID'] = (clientTenantId && uuidRegex.test(clientTenantId)) ? clientTenantId : (process.env.DEFAULT_TENANT_ID || '9282a473-5c95-4b3a-bf78-0ecc0ec71d3e')
+
+    const fetchOptions: RequestInit = {
+      method,
+      headers,
+      signal: AbortSignal.timeout(60000),
+    }
+
+    if (method === 'POST' || method === 'PUT' || method === 'PATCH') {
+      const body = await request.text()
+      if (body) {
+        fetchOptions.body = body
+      }
+    }
+
+    const response = await fetch(url, fetchOptions)
+
+    if (!response.ok) {
+      const errorText = await response.text()
+      let errorJson
+      try {
+        errorJson = JSON.parse(errorText)
+      } catch {
+        errorJson = { error: errorText }
+      }
+      return NextResponse.json(
+        { error: `Backend Error: ${response.status}`, ...errorJson },
+        { status: response.status }
+      )
+    }
+
+    const data = await response.json()
+    return NextResponse.json(data)
+  } catch (error) {
+    console.error('Portfolio API proxy error:', error)
+    return NextResponse.json(
+      { error: 'Verbindung zum SDK Backend fehlgeschlagen' },
+      { status: 503 }
+    )
+  }
+}
+
+export async function GET(
+  request: NextRequest,
+  { params }: { params: Promise<{ path?: string[] }> }
+) {
+  const { path } = await params
+  return proxyRequest(request, path, 'GET')
+}
+
+export async function POST(
+  request: NextRequest,
+  { params }: { params: Promise<{ path?: string[] }> }
+) {
+  const { path } = await params
+  return proxyRequest(request, path, 'POST')
+}
+
+export async function PUT(
+  request: NextRequest,
+  { params }: { params: Promise<{ path?: string[] }> }
+) {
+  const { path } = await params
+  return proxyRequest(request, path, 'PUT')
+}
+
+export async function PATCH(
+  request: NextRequest,
+  { params }: { params: Promise<{ path?: string[] }> }
+) {
+  const { path } = await params
+  return proxyRequest(request, path, 'PATCH')
+}
+
+export async function DELETE(
+  request: NextRequest,
+  { params }: { params: Promise<{ path?: string[] }> }
+) {
+  const { path } = await params
+  return proxyRequest(request, path, 'DELETE')
+}

admin-compliance/app/api/sdk/v1/projects/[projectId]/permanent/route.ts

@@ -0,0 +1,41 @@
+import { NextRequest, NextResponse } from 'next/server'
+
+const BACKEND_URL = process.env.BACKEND_URL || 'http://backend-compliance:8002'
+
+/**
+ * Proxy: DELETE /api/sdk/v1/projects/{projectId}/permanent → Backend (hard delete)
+ */
+export async function DELETE(
+  request: NextRequest,
+  { params }: { params: Promise<{ projectId: string }> }
+) {
+  try {
+    const { projectId } = await params
+    const tenantId = request.headers.get('X-Tenant-ID') ||
+      new URL(request.url).searchParams.get('tenant_id') || ''
+
+    const response = await fetch(
+      `${BACKEND_URL}/api/compliance/v1/projects/${projectId}/permanent?tenant_id=${encodeURIComponent(tenantId)}`,
+      {
+        method: 'DELETE',
+        headers: { 'X-Tenant-ID': tenantId },
+      }
+    )
+
+    if (!response.ok) {
+      const errorText = await response.text()
+      return NextResponse.json(
+        { error: 'Backend error', details: errorText },
+        { status: response.status }
+      )
+    }
+
+    return NextResponse.json(await response.json())
+  } catch (error) {
+    console.error('Failed to permanently delete project:', error)
+    return NextResponse.json(
+      { error: 'Failed to connect to backend' },
+      { status: 503 }
+    )
+  }
+}

admin-compliance/app/api/sdk/v1/projects/[projectId]/restore/route.ts

@@ -0,0 +1,41 @@
+import { NextRequest, NextResponse } from 'next/server'
+
+const BACKEND_URL = process.env.BACKEND_URL || 'http://backend-compliance:8002'
+
+/**
+ * Proxy: POST /api/sdk/v1/projects/{projectId}/restore → Backend
+ */
+export async function POST(
+  request: NextRequest,
+  { params }: { params: Promise<{ projectId: string }> }
+) {
+  try {
+    const { projectId } = await params
+    const tenantId = request.headers.get('X-Tenant-ID') ||
+      new URL(request.url).searchParams.get('tenant_id') || ''
+
+    const response = await fetch(
+      `${BACKEND_URL}/api/compliance/v1/projects/${projectId}/restore?tenant_id=${encodeURIComponent(tenantId)}`,
+      {
+        method: 'POST',
+        headers: { 'X-Tenant-ID': tenantId },
+      }
+    )
+
+    if (!response.ok) {
+      const errorText = await response.text()
+      return NextResponse.json(
+        { error: 'Backend error', details: errorText },
+        { status: response.status }
+      )
+    }
+
+    return NextResponse.json(await response.json())
+  } catch (error) {
+    console.error('Failed to restore project:', error)
+    return NextResponse.json(
+      { error: 'Failed to connect to backend' },
+      { status: 503 }
+    )
+  }
+}

admin-compliance/app/api/sdk/v1/projects/[projectId]/route.ts

@@ -0,0 +1,120 @@
+import { NextRequest, NextResponse } from 'next/server'
+
+const BACKEND_URL = process.env.BACKEND_URL || 'http://backend-compliance:8002'
+
+/**
+ * Proxy: GET /api/sdk/v1/projects/{projectId} → Backend
+ */
+export async function GET(
+  request: NextRequest,
+  { params }: { params: Promise<{ projectId: string }> }
+) {
+  try {
+    const { projectId } = await params
+    const tenantId = request.headers.get('X-Tenant-ID') ||
+      new URL(request.url).searchParams.get('tenant_id') || ''
+
+    const response = await fetch(
+      `${BACKEND_URL}/api/compliance/v1/projects/${projectId}?tenant_id=${encodeURIComponent(tenantId)}`,
+      {
+        headers: { 'X-Tenant-ID': tenantId },
+      }
+    )
+
+    if (!response.ok) {
+      const errorText = await response.text()
+      return NextResponse.json(
+        { error: 'Backend error', details: errorText },
+        { status: response.status }
+      )
+    }
+
+    return NextResponse.json(await response.json())
+  } catch (error) {
+    console.error('Failed to get project:', error)
+    return NextResponse.json(
+      { error: 'Failed to connect to backend' },
+      { status: 503 }
+    )
+  }
+}
+
+/**
+ * Proxy: PATCH /api/sdk/v1/projects/{projectId} → Backend
+ */
+export async function PATCH(
+  request: NextRequest,
+  { params }: { params: Promise<{ projectId: string }> }
+) {
+  try {
+    const { projectId } = await params
+    const body = await request.json()
+    const tenantId = body.tenant_id || request.headers.get('X-Tenant-ID') || ''
+
+    const response = await fetch(
+      `${BACKEND_URL}/api/compliance/v1/projects/${projectId}?tenant_id=${encodeURIComponent(tenantId)}`,
+      {
+        method: 'PATCH',
+        headers: {
+          'Content-Type': 'application/json',
+          'X-Tenant-ID': tenantId,
+        },
+        body: JSON.stringify(body),
+      }
+    )
+
+    if (!response.ok) {
+      const errorText = await response.text()
+      return NextResponse.json(
+        { error: 'Backend error', details: errorText },
+        { status: response.status }
+      )
+    }
+
+    return NextResponse.json(await response.json())
+  } catch (error) {
+    console.error('Failed to update project:', error)
+    return NextResponse.json(
+      { error: 'Failed to connect to backend' },
+      { status: 503 }
+    )
+  }
+}
+
+/**
+ * Proxy: DELETE /api/sdk/v1/projects/{projectId} → Backend (soft delete)
+ */
+export async function DELETE(
+  request: NextRequest,
+  { params }: { params: Promise<{ projectId: string }> }
+) {
+  try {
+    const { projectId } = await params
+    const tenantId = request.headers.get('X-Tenant-ID') ||
+      new URL(request.url).searchParams.get('tenant_id') || ''
+
+    const response = await fetch(
+      `${BACKEND_URL}/api/compliance/v1/projects/${projectId}?tenant_id=${encodeURIComponent(tenantId)}`,
+      {
+        method: 'DELETE',
+        headers: { 'X-Tenant-ID': tenantId },
+      }
+    )
+
+    if (!response.ok) {
+      const errorText = await response.text()
+      return NextResponse.json(
+        { error: 'Backend error', details: errorText },
+        { status: response.status }
+      )
+    }
+
+    return NextResponse.json(await response.json())
+  } catch (error) {
+    console.error('Failed to archive project:', error)
+    return NextResponse.json(
+      { error: 'Failed to connect to backend' },
+      { status: 503 }
+    )
+  }
+}

admin-compliance/app/api/sdk/v1/projects/route.ts

@@ -0,0 +1,75 @@
+import { NextRequest, NextResponse } from 'next/server'
+
+const BACKEND_URL = process.env.BACKEND_URL || 'http://backend-compliance:8002'
+
+/**
+ * Proxy: GET /api/sdk/v1/projects → Backend GET /api/compliance/v1/projects
+ */
+export async function GET(request: NextRequest) {
+  try {
+    const { searchParams } = new URL(request.url)
+    const tenantId = searchParams.get('tenant_id') || request.headers.get('X-Tenant-ID') || ''
+    const includeArchived = searchParams.get('include_archived') || 'false'
+
+    const response = await fetch(
+      `${BACKEND_URL}/api/compliance/v1/projects?tenant_id=${encodeURIComponent(tenantId)}&include_archived=${includeArchived}`,
+      {
+        headers: { 'X-Tenant-ID': tenantId },
+      }
+    )
+
+    if (!response.ok) {
+      const errorText = await response.text()
+      return NextResponse.json(
+        { error: 'Backend error', details: errorText },
+        { status: response.status }
+      )
+    }
+
+    return NextResponse.json(await response.json())
+  } catch (error) {
+    console.error('Failed to list projects:', error)
+    return NextResponse.json(
+      { error: 'Failed to connect to backend' },
+      { status: 503 }
+    )
+  }
+}
+
+/**
+ * Proxy: POST /api/sdk/v1/projects → Backend POST /api/compliance/v1/projects
+ */
+export async function POST(request: NextRequest) {
+  try {
+    const body = await request.json()
+    const tenantId = body.tenant_id || request.headers.get('X-Tenant-ID') || ''
+
+    const response = await fetch(
+      `${BACKEND_URL}/api/compliance/v1/projects?tenant_id=${encodeURIComponent(tenantId)}`,
+      {
+        method: 'POST',
+        headers: {
+          'Content-Type': 'application/json',
+          'X-Tenant-ID': tenantId,
+        },
+        body: JSON.stringify(body),
+      }
+    )
+
+    if (!response.ok) {
+      const errorText = await response.text()
+      return NextResponse.json(
+        { error: 'Backend error', details: errorText },
+        { status: response.status }
+      )
+    }
+
+    return NextResponse.json(await response.json(), { status: 201 })
+  } catch (error) {
+    console.error('Failed to create project:', error)
+    return NextResponse.json(
+      { error: 'Failed to connect to backend' },
+      { status: 503 }
+    )
+  }
+}

admin-compliance/app/api/sdk/v1/rbac/[[...path]]/route.ts

@@ -0,0 +1,125 @@
+/**
+ * RBAC Admin API Proxy - Catch-all route
+ * Proxies /api/sdk/v1/rbac/<resource>/... to ai-compliance-sdk /sdk/v1/<resource>/...
+ *
+ * Mapping: /rbac/tenants/... → /sdk/v1/tenants/...
+ *          /rbac/namespaces/... → /sdk/v1/namespaces/...
+ *          /rbac/roles/... → /sdk/v1/roles/...
+ *          /rbac/user-roles/... → /sdk/v1/user-roles/...
+ *          /rbac/permissions/... → /sdk/v1/permissions/...
+ *          /rbac/llm/policies/... → /sdk/v1/llm/policies/...
+ */
+
+import { NextRequest, NextResponse } from 'next/server'
+
+const SDK_BACKEND_URL = process.env.SDK_API_URL || 'http://ai-compliance-sdk:8090'
+
+async function proxyRequest(
+  request: NextRequest,
+  pathSegments: string[] | undefined,
+  method: string
+) {
+  // Path segments come as the full sub-path after /rbac/
+  // e.g. /rbac/tenants/123 → pathSegments = ['tenants', '123']
+  const pathStr = pathSegments?.join('/') || ''
+  const searchParams = request.nextUrl.searchParams.toString()
+  const url = `${SDK_BACKEND_URL}/sdk/v1/${pathStr}${searchParams ? `?${searchParams}` : ''}`
+
+  try {
+    const headers: HeadersInit = {
+      'Content-Type': 'application/json',
+    }
+
+    const headerNames = ['authorization', 'x-namespace-id', 'x-tenant-slug']
+    for (const name of headerNames) {
+      const value = request.headers.get(name)
+      if (value) {
+        headers[name] = value
+      }
+    }
+
+    const uuidRegex = /^[0-9a-f]{8}-[0-9a-f]{4}-[0-9a-f]{4}-[0-9a-f]{4}-[0-9a-f]{12}$/i
+    const clientUserId = request.headers.get('x-user-id')
+    const clientTenantId = request.headers.get('x-tenant-id')
+    headers['X-User-ID'] = (clientUserId && uuidRegex.test(clientUserId)) ? clientUserId : '00000000-0000-0000-0000-000000000001'
+    headers['X-Tenant-ID'] = (clientTenantId && uuidRegex.test(clientTenantId)) ? clientTenantId : (process.env.DEFAULT_TENANT_ID || '9282a473-5c95-4b3a-bf78-0ecc0ec71d3e')
+
+    const fetchOptions: RequestInit = {
+      method,
+      headers,
+      signal: AbortSignal.timeout(60000),
+    }
+
+    if (method === 'POST' || method === 'PUT' || method === 'PATCH') {
+      const body = await request.text()
+      if (body) {
+        fetchOptions.body = body
+      }
+    }
+
+    const response = await fetch(url, fetchOptions)
+
+    if (!response.ok) {
+      const errorText = await response.text()
+      let errorJson
+      try {
+        errorJson = JSON.parse(errorText)
+      } catch {
+        errorJson = { error: errorText }
+      }
+      return NextResponse.json(
+        { error: `Backend Error: ${response.status}`, ...errorJson },
+        { status: response.status }
+      )
+    }
+
+    const data = await response.json()
+    return NextResponse.json(data)
+  } catch (error) {
+    console.error('RBAC API proxy error:', error)
+    return NextResponse.json(
+      { error: 'Verbindung zum SDK Backend fehlgeschlagen' },
+      { status: 503 }
+    )
+  }
+}
+
+export async function GET(
+  request: NextRequest,
+  { params }: { params: Promise<{ path?: string[] }> }
+) {
+  const { path } = await params
+  return proxyRequest(request, path, 'GET')
+}
+
+export async function POST(
+  request: NextRequest,
+  { params }: { params: Promise<{ path?: string[] }> }
+) {
+  const { path } = await params
+  return proxyRequest(request, path, 'POST')
+}
+
+export async function PUT(
+  request: NextRequest,
+  { params }: { params: Promise<{ path?: string[] }> }
+) {
+  const { path } = await params
+  return proxyRequest(request, path, 'PUT')
+}
+
+export async function PATCH(
+  request: NextRequest,
+  { params }: { params: Promise<{ path?: string[] }> }
+) {
+  const { path } = await params
+  return proxyRequest(request, path, 'PATCH')
+}
+
+export async function DELETE(
+  request: NextRequest,
+  { params }: { params: Promise<{ path?: string[] }> }
+) {
+  const { path } = await params
+  return proxyRequest(request, path, 'DELETE')
+}

admin-compliance/app/api/sdk/v1/roadmap-items/[[...path]]/route.ts

@@ -0,0 +1,111 @@
+/**
+ * Roadmap Items API Proxy - Catch-all route
+ * Proxies /api/sdk/v1/roadmap-items/* to ai-compliance-sdk /sdk/v1/roadmap-items/*
+ */
+
+import { NextRequest, NextResponse } from 'next/server'
+
+const SDK_BACKEND_URL = process.env.SDK_API_URL || 'http://ai-compliance-sdk:8090'
+
+async function proxyRequest(
+  request: NextRequest,
+  pathSegments: string[] | undefined,
+  method: string
+) {
+  const pathStr = pathSegments?.join('/') || ''
+  const searchParams = request.nextUrl.searchParams.toString()
+  const basePath = `${SDK_BACKEND_URL}/sdk/v1/roadmap-items`
+  const url = pathStr
+    ? `${basePath}/${pathStr}${searchParams ? `?${searchParams}` : ''}`
+    : `${basePath}${searchParams ? `?${searchParams}` : ''}`
+
+  try {
+    const headers: HeadersInit = {
+      'Content-Type': 'application/json',
+    }
+
+    const headerNames = ['authorization', 'x-namespace-id', 'x-tenant-slug']
+    for (const name of headerNames) {
+      const value = request.headers.get(name)
+      if (value) {
+        headers[name] = value
+      }
+    }
+
+    const uuidRegex = /^[0-9a-f]{8}-[0-9a-f]{4}-[0-9a-f]{4}-[0-9a-f]{4}-[0-9a-f]{12}$/i
+    const clientUserId = request.headers.get('x-user-id')
+    const clientTenantId = request.headers.get('x-tenant-id')
+    headers['X-User-ID'] = (clientUserId && uuidRegex.test(clientUserId)) ? clientUserId : '00000000-0000-0000-0000-000000000001'
+    headers['X-Tenant-ID'] = (clientTenantId && uuidRegex.test(clientTenantId)) ? clientTenantId : (process.env.DEFAULT_TENANT_ID || '9282a473-5c95-4b3a-bf78-0ecc0ec71d3e')
+
+    const fetchOptions: RequestInit = {
+      method,
+      headers,
+      signal: AbortSignal.timeout(60000),
+    }
+
+    if (method === 'POST' || method === 'PUT' || method === 'PATCH') {
+      const body = await request.text()
+      if (body) {
+        fetchOptions.body = body
+      }
+    }
+
+    const response = await fetch(url, fetchOptions)
+
+    if (!response.ok) {
+      const errorText = await response.text()
+      let errorJson
+      try {
+        errorJson = JSON.parse(errorText)
+      } catch {
+        errorJson = { error: errorText }
+      }
+      return NextResponse.json(
+        { error: `Backend Error: ${response.status}`, ...errorJson },
+        { status: response.status }
+      )
+    }
+
+    const data = await response.json()
+    return NextResponse.json(data)
+  } catch (error) {
+    console.error('Roadmap Items API proxy error:', error)
+    return NextResponse.json(
+      { error: 'Verbindung zum SDK Backend fehlgeschlagen' },
+      { status: 503 }
+    )
+  }
+}
+
+export async function GET(
+  request: NextRequest,
+  { params }: { params: Promise<{ path?: string[] }> }
+) {
+  const { path } = await params
+  return proxyRequest(request, path, 'GET')
+}
+
+export async function PUT(
+  request: NextRequest,
+  { params }: { params: Promise<{ path?: string[] }> }
+) {
+  const { path } = await params
+  return proxyRequest(request, path, 'PUT')
+}
+
+export async function PATCH(
+  request: NextRequest,
+  { params }: { params: Promise<{ path?: string[] }> }
+) {
+  const { path } = await params
+  return proxyRequest(request, path, 'PATCH')
+}
+
+export async function DELETE(
+  request: NextRequest,
+  { params }: { params: Promise<{ path?: string[] }> }
+) {
+  const { path } = await params
+  return proxyRequest(request, path, 'DELETE')
+}

admin-compliance/app/api/sdk/v1/roadmap/[[...path]]/route.ts

@@ -1,6 +1,6 @@
 /**
- * Vendor Compliance API Proxy - Catch-all route
- * Proxies all /api/sdk/v1/vendors/* requests to ai-compliance-sdk backend
+ * Roadmap API Proxy - Catch-all route
+ * Proxies all /api/sdk/v1/roadmap/* requests to ai-compliance-sdk backend
  */
 
 import { NextRequest, NextResponse } from 'next/server'
@@ -14,7 +14,7 @@ async function proxyRequest(
 ) {
   const pathStr = pathSegments?.join('/') || ''
   const searchParams = request.nextUrl.searchParams.toString()
-  const basePath = `${SDK_BACKEND_URL}/sdk/v1/vendors`
+  const basePath = `${SDK_BACKEND_URL}/sdk/v1/roadmaps`
   const url = pathStr
     ? `${basePath}/${pathStr}${searchParams ? `?${searchParams}` : ''}`
     : `${basePath}${searchParams ? `?${searchParams}` : ''}`
@@ -24,8 +24,7 @@ async function proxyRequest(
       'Content-Type': 'application/json',
     }
 
-    // Forward all relevant headers
-    const headerNames = ['authorization', 'x-tenant-id', 'x-user-id', 'x-namespace-id', 'x-tenant-slug']
+    const headerNames = ['authorization', 'x-namespace-id', 'x-tenant-slug']
     for (const name of headerNames) {
       const value = request.headers.get(name)
       if (value) {
@@ -33,42 +32,27 @@ async function proxyRequest(
       }
     }
 
+    const uuidRegex = /^[0-9a-f]{8}-[0-9a-f]{4}-[0-9a-f]{4}-[0-9a-f]{4}-[0-9a-f]{12}$/i
+    const clientUserId = request.headers.get('x-user-id')
+    const clientTenantId = request.headers.get('x-tenant-id')
+    headers['X-User-ID'] = (clientUserId && uuidRegex.test(clientUserId)) ? clientUserId : '00000000-0000-0000-0000-000000000001'
+    headers['X-Tenant-ID'] = (clientTenantId && uuidRegex.test(clientTenantId)) ? clientTenantId : (process.env.DEFAULT_TENANT_ID || '9282a473-5c95-4b3a-bf78-0ecc0ec71d3e')
+
     const fetchOptions: RequestInit = {
       method,
       headers,
-      signal: AbortSignal.timeout(30000),
+      signal: AbortSignal.timeout(60000),
     }
 
-    if (['POST', 'PUT', 'PATCH'].includes(method)) {
-      const contentType = request.headers.get('content-type')
-      if (contentType?.includes('application/json')) {
-        try {
-          const text = await request.text()
-          if (text && text.trim()) {
-            fetchOptions.body = text
-          }
-        } catch {
-          // Empty or invalid body - continue without
-        }
+    if (method === 'POST' || method === 'PUT' || method === 'PATCH') {
+      const body = await request.text()
+      if (body) {
+        fetchOptions.body = body
       }
     }
 
     const response = await fetch(url, fetchOptions)
 
-    // Handle non-JSON responses (e.g., PDF exports)
-    const responseContentType = response.headers.get('content-type')
-    if (responseContentType?.includes('application/pdf') ||
-        responseContentType?.includes('application/octet-stream')) {
-      const blob = await response.blob()
-      return new NextResponse(blob, {
-        status: response.status,
-        headers: {
-          'Content-Type': responseContentType,
-          'Content-Disposition': response.headers.get('content-disposition') || '',
-        },
-      })
-    }
-
     if (!response.ok) {
       const errorText = await response.text()
       let errorJson
@@ -83,10 +67,22 @@ async function proxyRequest(
       )
     }
 
+    const contentType = response.headers.get('content-type') || ''
+    if (contentType.includes('application/octet-stream') || contentType.includes('text/csv')) {
+      const blob = await response.blob()
+      return new NextResponse(blob, {
+        status: response.status,
+        headers: {
+          'Content-Type': contentType,
+          'Content-Disposition': response.headers.get('content-disposition') || '',
+        },
+      })
+    }
+
     const data = await response.json()
     return NextResponse.json(data)
   } catch (error) {
-    console.error('Vendor Compliance API proxy error:', error)
+    console.error('Roadmap API proxy error:', error)
     return NextResponse.json(
       { error: 'Verbindung zum SDK Backend fehlgeschlagen' },
       { status: 503 }

admin-compliance/app/api/sdk/v1/screening/route.ts

@@ -1,6 +1,6 @@
 import { NextRequest, NextResponse } from 'next/server'
 
-const BACKEND_URL = process.env.BACKEND_URL || 'http://localhost:8002'
+const BACKEND_URL = process.env.BACKEND_URL || 'http://backend-compliance:8002'
 
 /**
  * Proxy: GET /api/sdk/v1/screening → Backend GET /api/v1/screening
@@ -40,3 +40,52 @@ export async function GET(request: NextRequest) {
     )
   }
 }
+
+/**
+ * Proxy: POST /api/sdk/v1/screening → Backend POST /api/v1/screening/scan
+ * Uploads a dependency file (package-lock.json, requirements.txt, etc.) for SBOM + vulnerability scan.
+ */
+export async function POST(request: NextRequest) {
+  try {
+    const contentType = request.headers.get('content-type') || ''
+    const url = `${BACKEND_URL}/api/v1/screening/scan`
+
+    let body: BodyInit
+    const headers: Record<string, string> = {}
+
+    if (contentType.includes('multipart/form-data')) {
+      body = await request.arrayBuffer()
+      headers['Content-Type'] = contentType
+    } else {
+      body = await request.text()
+      headers['Content-Type'] = 'application/json'
+    }
+
+    if (request.headers.get('X-Tenant-ID')) {
+      headers['X-Tenant-ID'] = request.headers.get('X-Tenant-ID') as string
+    }
+
+    const response = await fetch(url, {
+      method: 'POST',
+      headers,
+      body,
+    })
+
+    if (!response.ok) {
+      const errorText = await response.text()
+      return NextResponse.json(
+        { error: 'Backend error', details: errorText },
+        { status: response.status }
+      )
+    }
+
+    const data = await response.json()
+    return NextResponse.json(data)
+  } catch (error) {
+    console.error('Failed to upload file for screening scan:', error)
+    return NextResponse.json(
+      { error: 'Failed to connect to backend' },
+      { status: 503 }
+    )
+  }
+}

admin-compliance/app/api/sdk/v1/screening/scan/route.ts

@@ -1,6 +1,6 @@
 import { NextRequest, NextResponse } from 'next/server'
 
-const BACKEND_URL = process.env.BACKEND_URL || 'http://localhost:8002'
+const BACKEND_URL = process.env.BACKEND_URL || 'http://backend-compliance:8002'
 
 /**
  * Proxy: POST /api/sdk/v1/screening/scan → Backend POST /api/v1/screening/scan

admin-compliance/app/api/sdk/v1/source-policy/blocked-content/route.ts

@@ -1,6 +1,6 @@
 import { NextRequest, NextResponse } from 'next/server'
 
-const BACKEND_URL = process.env.BACKEND_URL || 'http://localhost:8002'
+const BACKEND_URL = process.env.BACKEND_URL || 'http://backend-compliance:8002'
 
 export async function GET(request: NextRequest) {
   try {

admin-compliance/app/api/sdk/v1/source-policy/compliance-report/route.ts

@@ -1,6 +1,6 @@
 import { NextRequest, NextResponse } from 'next/server'
 
-const BACKEND_URL = process.env.BACKEND_URL || 'http://localhost:8002'
+const BACKEND_URL = process.env.BACKEND_URL || 'http://backend-compliance:8002'
 
 export async function GET(request: NextRequest) {
   try {

admin-compliance/app/api/sdk/v1/source-policy/operations-matrix/route.ts

@@ -1,6 +1,6 @@
 import { NextRequest, NextResponse } from 'next/server'
 
-const BACKEND_URL = process.env.BACKEND_URL || 'http://localhost:8002'
+const BACKEND_URL = process.env.BACKEND_URL || 'http://backend-compliance:8002'
 
 export async function GET(request: NextRequest) {
   try {

admin-compliance/app/api/sdk/v1/source-policy/operations/[id]/route.ts

@@ -1,6 +1,34 @@
 import { NextRequest, NextResponse } from 'next/server'
 
-const BACKEND_URL = process.env.BACKEND_URL || 'http://localhost:8002'
+const BACKEND_URL = process.env.BACKEND_URL || 'http://backend-compliance:8002'
+
+export async function GET(
+  request: NextRequest,
+  { params }: { params: Promise<{ id: string }> }
+) {
+  try {
+    const { id } = await params
+
+    const response = await fetch(`${BACKEND_URL}/api/v1/admin/operations/${encodeURIComponent(id)}`, {
+      headers: {
+        'Content-Type': 'application/json',
+        ...(request.headers.get('X-Tenant-ID') && {
+          'X-Tenant-ID': request.headers.get('X-Tenant-ID') as string,
+        }),
+      },
+    })
+
+    if (!response.ok) {
+      const errorText = await response.text()
+      return NextResponse.json({ error: 'Backend error', details: errorText }, { status: response.status })
+    }
+
+    return NextResponse.json(await response.json())
+  } catch (error) {
+    console.error('Failed to fetch operation:', error)
+    return NextResponse.json({ error: 'Failed to connect to backend' }, { status: 503 })
+  }
+}
 
 export async function PUT(
   request: NextRequest,
@@ -32,3 +60,32 @@ export async function PUT(
     return NextResponse.json({ error: 'Failed to connect to backend' }, { status: 503 })
   }
 }
+
+export async function DELETE(
+  request: NextRequest,
+  { params }: { params: Promise<{ id: string }> }
+) {
+  try {
+    const { id } = await params
+
+    const response = await fetch(`${BACKEND_URL}/api/v1/admin/operations/${encodeURIComponent(id)}`, {
+      method: 'DELETE',
+      headers: {
+        'Content-Type': 'application/json',
+        ...(request.headers.get('X-Tenant-ID') && {
+          'X-Tenant-ID': request.headers.get('X-Tenant-ID') as string,
+        }),
+      },
+    })
+
+    if (!response.ok) {
+      const errorText = await response.text()
+      return NextResponse.json({ error: 'Backend error', details: errorText }, { status: response.status })
+    }
+
+    return NextResponse.json(await response.json())
+  } catch (error) {
+    console.error('Failed to delete operation:', error)
+    return NextResponse.json({ error: 'Failed to connect to backend' }, { status: 503 })
+  }
+}

admin-compliance/app/api/sdk/v1/source-policy/pii-rules/[id]/route.ts

@@ -1,6 +1,34 @@
 import { NextRequest, NextResponse } from 'next/server'
 
-const BACKEND_URL = process.env.BACKEND_URL || 'http://localhost:8002'
+const BACKEND_URL = process.env.BACKEND_URL || 'http://backend-compliance:8002'
+
+export async function GET(
+  request: NextRequest,
+  { params }: { params: Promise<{ id: string }> }
+) {
+  try {
+    const { id } = await params
+
+    const response = await fetch(`${BACKEND_URL}/api/v1/admin/pii-rules/${encodeURIComponent(id)}`, {
+      headers: {
+        'Content-Type': 'application/json',
+        ...(request.headers.get('X-Tenant-ID') && {
+          'X-Tenant-ID': request.headers.get('X-Tenant-ID') as string,
+        }),
+      },
+    })
+
+    if (!response.ok) {
+      const errorText = await response.text()
+      return NextResponse.json({ error: 'Backend error', details: errorText }, { status: response.status })
+    }
+
+    return NextResponse.json(await response.json())
+  } catch (error) {
+    console.error('Failed to fetch PII rule:', error)
+    return NextResponse.json({ error: 'Failed to connect to backend' }, { status: 503 })
+  }
+}
 
 export async function PUT(
   request: NextRequest,

admin-compliance/app/api/sdk/v1/source-policy/pii-rules/route.ts

@@ -1,6 +1,6 @@
 import { NextRequest, NextResponse } from 'next/server'
 
-const BACKEND_URL = process.env.BACKEND_URL || 'http://localhost:8002'
+const BACKEND_URL = process.env.BACKEND_URL || 'http://backend-compliance:8002'
 
 export async function GET(request: NextRequest) {
   try {

admin-compliance/app/api/sdk/v1/source-policy/policy-audit/route.ts

@@ -1,6 +1,6 @@
 import { NextRequest, NextResponse } from 'next/server'
 
-const BACKEND_URL = process.env.BACKEND_URL || 'http://localhost:8002'
+const BACKEND_URL = process.env.BACKEND_URL || 'http://backend-compliance:8002'
 
 export async function GET(request: NextRequest) {
   try {

admin-compliance/app/api/sdk/v1/source-policy/policy-stats/route.ts

@@ -1,6 +1,6 @@
 import { NextRequest, NextResponse } from 'next/server'
 
-const BACKEND_URL = process.env.BACKEND_URL || 'http://localhost:8002'
+const BACKEND_URL = process.env.BACKEND_URL || 'http://backend-compliance:8002'
 
 export async function GET(request: NextRequest) {
   try {

admin-compliance/app/api/sdk/v1/source-policy/sources/[id]/route.ts

@@ -1,6 +1,6 @@
 import { NextRequest, NextResponse } from 'next/server'
 
-const BACKEND_URL = process.env.BACKEND_URL || 'http://localhost:8002'
+const BACKEND_URL = process.env.BACKEND_URL || 'http://backend-compliance:8002'
 
 export async function GET(
   request: NextRequest,

admin-compliance/app/api/sdk/v1/source-policy/sources/route.ts

@@ -1,6 +1,6 @@
 import { NextRequest, NextResponse } from 'next/server'
 
-const BACKEND_URL = process.env.BACKEND_URL || 'http://localhost:8002'
+const BACKEND_URL = process.env.BACKEND_URL || 'http://backend-compliance:8002'
 
 export async function GET(request: NextRequest) {
   try {

admin-compliance/app/api/sdk/v1/state/route.ts

@@ -2,17 +2,18 @@ import { NextRequest, NextResponse } from 'next/server'
 import { Pool } from 'pg'
 
 /**
- * SDK State Management API
+ * SDK State Management API (Multi-Project)
  *
- * GET /api/sdk/v1/state?tenantId=xxx - Load state for a tenant
- * POST /api/sdk/v1/state - Save state for a tenant
- * DELETE /api/sdk/v1/state?tenantId=xxx - Clear state for a tenant
+ * GET /api/sdk/v1/state?tenantId=xxx&projectId=yyy - Load state for a tenant+project
+ * POST /api/sdk/v1/state - Save state for a tenant+project
+ * DELETE /api/sdk/v1/state?tenantId=xxx&projectId=yyy - Clear state
  *
  * Features:
  * - Versioning for optimistic locking
  * - Last-Modified headers
  * - ETag support for caching
  * - PostgreSQL persistence (with InMemory fallback)
+ * - projectId support for multi-project architecture
  */
 
 // =============================================================================
@@ -32,25 +33,31 @@ interface StoredState {
 // =============================================================================
 
 interface StateStore {
-  get(tenantId: string): Promise<StoredState | null>
-  save(tenantId: string, state: unknown, userId?: string, expectedVersion?: number): Promise<StoredState>
-  delete(tenantId: string): Promise<boolean>
+  get(tenantId: string, projectId?: string): Promise<StoredState | null>
+  save(tenantId: string, state: unknown, userId?: string, expectedVersion?: number, projectId?: string): Promise<StoredState>
+  delete(tenantId: string, projectId?: string): Promise<boolean>
 }
 
 class InMemoryStateStore implements StateStore {
   private store: Map<string, StoredState> = new Map()
 
-  async get(tenantId: string): Promise<StoredState | null> {
-    return this.store.get(tenantId) || null
+  private key(tenantId: string, projectId?: string): string {
+    return projectId ? `${tenantId}:${projectId}` : tenantId
+  }
+
+  async get(tenantId: string, projectId?: string): Promise<StoredState | null> {
+    return this.store.get(this.key(tenantId, projectId)) || null
   }
 
   async save(
     tenantId: string,
     state: unknown,
     userId?: string,
-    expectedVersion?: number
+    expectedVersion?: number,
+    projectId?: string
   ): Promise<StoredState> {
-    const existing = this.store.get(tenantId)
+    const k = this.key(tenantId, projectId)
+    const existing = this.store.get(k)
 
     if (expectedVersion !== undefined && existing && existing.version !== expectedVersion) {
       const error = new Error('Version conflict') as Error & { status: number }
@@ -72,12 +79,12 @@ class InMemoryStateStore implements StateStore {
       updatedAt: now,
     }
 
-    this.store.set(tenantId, stored)
+    this.store.set(k, stored)
     return stored
   }
 
-  async delete(tenantId: string): Promise<boolean> {
-    return this.store.delete(tenantId)
+  async delete(tenantId: string, projectId?: string): Promise<boolean> {
+    return this.store.delete(this.key(tenantId, projectId))
   }
 }
 
@@ -93,11 +100,26 @@ class PostgreSQLStateStore implements StateStore {
     })
   }
 
-  async get(tenantId: string): Promise<StoredState | null> {
-    const result = await this.pool.query(
-      'SELECT state, version, user_id, created_at, updated_at FROM sdk_states WHERE tenant_id = $1',
-      [tenantId]
-    )
+  async get(tenantId: string, projectId?: string): Promise<StoredState | null> {
+    let result
+    if (projectId) {
+      result = await this.pool.query(
+        'SELECT state, version, user_id, created_at, updated_at FROM sdk_states WHERE tenant_id = $1 AND project_id = $2',
+        [tenantId, projectId]
+      )
+    } else {
+      // Backwards compatibility: find the single active project for this tenant
+      result = await this.pool.query(
+        `SELECT s.state, s.version, s.user_id, s.created_at, s.updated_at
+         FROM sdk_states s
+         LEFT JOIN compliance_projects p ON s.project_id = p.id
+         WHERE s.tenant_id = $1
+           AND (p.status = 'active' OR p.id IS NULL)
+         ORDER BY s.updated_at DESC
+         LIMIT 1`,
+        [tenantId]
+      )
+    }
     if (result.rows.length === 0) return null
     const row = result.rows[0]
     return {
@@ -109,25 +131,71 @@ class PostgreSQLStateStore implements StateStore {
     }
   }
 
-  async save(tenantId: string, state: unknown, userId?: string, expectedVersion?: number): Promise<StoredState> {
+  async save(tenantId: string, state: unknown, userId?: string, expectedVersion?: number, projectId?: string): Promise<StoredState> {
     const now = new Date().toISOString()
     const stateWithTimestamp = {
       ...(state as object),
       lastModified: now,
     }
 
-    // Use UPSERT with version check
-    const result = await this.pool.query(`
-      INSERT INTO sdk_states (tenant_id, user_id, state, version, created_at, updated_at)
-      VALUES ($1, $2, $3::jsonb, 1, NOW(), NOW())
-      ON CONFLICT (tenant_id) DO UPDATE SET
-        state = $3::jsonb,
-        user_id = COALESCE($2, sdk_states.user_id),
-        version = sdk_states.version + 1,
-        updated_at = NOW()
-      WHERE ($4::int IS NULL OR sdk_states.version = $4)
-      RETURNING version, user_id, created_at, updated_at
-    `, [tenantId, userId, JSON.stringify(stateWithTimestamp), expectedVersion ?? null])
+    let result
+
+    if (projectId) {
+      // Multi-project: UPSERT on (tenant_id, project_id)
+      result = await this.pool.query(`
+        INSERT INTO sdk_states (tenant_id, project_id, user_id, state, version, created_at, updated_at)
+        VALUES ($1, $5, $2, $3::jsonb, 1, NOW(), NOW())
+        ON CONFLICT (tenant_id, project_id) DO UPDATE SET
+          state = $3::jsonb,
+          user_id = COALESCE($2, sdk_states.user_id),
+          version = sdk_states.version + 1,
+          updated_at = NOW()
+        WHERE ($4::int IS NULL OR sdk_states.version = $4)
+        RETURNING version, user_id, created_at, updated_at
+      `, [tenantId, userId, JSON.stringify(stateWithTimestamp), expectedVersion ?? null, projectId])
+    } else {
+      // Backwards compatibility: find the single project for this tenant
+      // First try to find an existing project
+      const projectResult = await this.pool.query(
+        `SELECT id FROM compliance_projects WHERE tenant_id = $1 AND status = 'active' ORDER BY created_at ASC LIMIT 1`,
+        [tenantId]
+      )
+
+      if (projectResult.rows.length > 0) {
+        const foundProjectId = projectResult.rows[0].id
+        result = await this.pool.query(`
+          INSERT INTO sdk_states (tenant_id, project_id, user_id, state, version, created_at, updated_at)
+          VALUES ($1, $5, $2, $3::jsonb, 1, NOW(), NOW())
+          ON CONFLICT (tenant_id, project_id) DO UPDATE SET
+            state = $3::jsonb,
+            user_id = COALESCE($2, sdk_states.user_id),
+            version = sdk_states.version + 1,
+            updated_at = NOW()
+          WHERE ($4::int IS NULL OR sdk_states.version = $4)
+          RETURNING version, user_id, created_at, updated_at
+        `, [tenantId, userId, JSON.stringify(stateWithTimestamp), expectedVersion ?? null, foundProjectId])
+      } else {
+        // No project exists — create a default one
+        const newProject = await this.pool.query(
+          `INSERT INTO compliance_projects (tenant_id, name, customer_type, status)
+           VALUES ($1, 'Projekt 1', 'new', 'active')
+           RETURNING id`,
+          [tenantId]
+        )
+        const newProjectId = newProject.rows[0].id
+        result = await this.pool.query(`
+          INSERT INTO sdk_states (tenant_id, project_id, user_id, state, version, created_at, updated_at)
+          VALUES ($1, $5, $2, $3::jsonb, 1, NOW(), NOW())
+          ON CONFLICT (tenant_id, project_id) DO UPDATE SET
+            state = $3::jsonb,
+            user_id = COALESCE($2, sdk_states.user_id),
+            version = sdk_states.version + 1,
+            updated_at = NOW()
+          WHERE ($4::int IS NULL OR sdk_states.version = $4)
+          RETURNING version, user_id, created_at, updated_at
+        `, [tenantId, userId, JSON.stringify(stateWithTimestamp), expectedVersion ?? null, newProjectId])
+      }
+    }
 
     if (result.rows.length === 0) {
       const error = new Error('Version conflict') as Error & { status: number }
@@ -145,11 +213,19 @@ class PostgreSQLStateStore implements StateStore {
     }
   }
 
-  async delete(tenantId: string): Promise<boolean> {
-    const result = await this.pool.query(
-      'DELETE FROM sdk_states WHERE tenant_id = $1',
-      [tenantId]
-    )
+  async delete(tenantId: string, projectId?: string): Promise<boolean> {
+    let result
+    if (projectId) {
+      result = await this.pool.query(
+        'DELETE FROM sdk_states WHERE tenant_id = $1 AND project_id = $2',
+        [tenantId, projectId]
+      )
+    } else {
+      result = await this.pool.query(
+        'DELETE FROM sdk_states WHERE tenant_id = $1',
+        [tenantId]
+      )
+    }
     return (result.rowCount ?? 0) > 0
   }
 }
@@ -186,6 +262,7 @@ export async function GET(request: NextRequest) {
   try {
     const { searchParams } = new URL(request.url)
     const tenantId = searchParams.get('tenantId')
+    const projectId = searchParams.get('projectId') || undefined
 
     if (!tenantId) {
       return NextResponse.json(
@@ -194,7 +271,7 @@ export async function GET(request: NextRequest) {
       )
     }
 
-    const stored = await stateStore.get(tenantId)
+    const stored = await stateStore.get(tenantId, projectId)
 
     if (!stored) {
       return NextResponse.json(
@@ -216,6 +293,7 @@ export async function GET(request: NextRequest) {
         success: true,
         data: {
           tenantId,
+          projectId: projectId || null,
           state: stored.state,
           version: stored.version,
           lastModified: stored.updatedAt,
@@ -241,7 +319,7 @@ export async function GET(request: NextRequest) {
 export async function POST(request: NextRequest) {
   try {
     const body = await request.json()
-    const { tenantId, state, version } = body
+    const { tenantId, state, version, projectId } = body
 
     if (!tenantId) {
       return NextResponse.json(
@@ -261,7 +339,7 @@ export async function POST(request: NextRequest) {
     const ifMatch = request.headers.get('If-Match')
     const expectedVersion = ifMatch ? parseInt(ifMatch, 10) : version
 
-    const stored = await stateStore.save(tenantId, state, body.userId, expectedVersion)
+    const stored = await stateStore.save(tenantId, state, body.userId, expectedVersion, projectId || undefined)
 
     const etag = generateETag(stored.version, stored.updatedAt)
 
@@ -270,6 +348,7 @@ export async function POST(request: NextRequest) {
         success: true,
         data: {
           tenantId,
+          projectId: projectId || null,
           state: stored.state,
           version: stored.version,
           lastModified: stored.updatedAt,
@@ -309,6 +388,7 @@ export async function DELETE(request: NextRequest) {
   try {
     const { searchParams } = new URL(request.url)
     const tenantId = searchParams.get('tenantId')
+    const projectId = searchParams.get('projectId') || undefined
 
     if (!tenantId) {
       return NextResponse.json(
@@ -317,7 +397,7 @@ export async function DELETE(request: NextRequest) {
       )
     }
 
-    const deleted = await stateStore.delete(tenantId)
+    const deleted = await stateStore.delete(tenantId, projectId)
 
     if (!deleted) {
       return NextResponse.json(

admin-compliance/app/api/sdk/v1/tom-generator/state/route.ts

@@ -1,119 +1,30 @@
 import { NextRequest, NextResponse } from 'next/server'
-import {
-  TOMGeneratorState,
-  createEmptyTOMGeneratorState,
-} from '@/lib/sdk/tom-generator/types'
 
 /**
- * TOM Generator State API
+ * TOM Generator State API — Proxy to backend-compliance (Python/FastAPI)
  *
  * GET /api/sdk/v1/tom-generator/state?tenantId=xxx - Load TOM generator state
  * POST /api/sdk/v1/tom-generator/state - Save TOM generator state
  * DELETE /api/sdk/v1/tom-generator/state?tenantId=xxx - Clear state
  */
 
-// =============================================================================
-// STORAGE (In-Memory for development)
-// =============================================================================
-
-interface StoredTOMState {
-  state: TOMGeneratorState
-  version: number
-  createdAt: string
-  updatedAt: string
-}
-
-class InMemoryTOMStateStore {
-  private store: Map<string, StoredTOMState> = new Map()
-
-  async get(tenantId: string): Promise<StoredTOMState | null> {
-    return this.store.get(tenantId) || null
-  }
-
-  async save(tenantId: string, state: TOMGeneratorState, expectedVersion?: number): Promise<StoredTOMState> {
-    const existing = this.store.get(tenantId)
-
-    if (expectedVersion !== undefined && existing && existing.version !== expectedVersion) {
-      const error = new Error('Version conflict') as Error & { status: number }
-      error.status = 409
-      throw error
-    }
-
-    const now = new Date().toISOString()
-    const newVersion = existing ? existing.version + 1 : 1
-
-    const stored: StoredTOMState = {
-      state: {
-        ...state,
-        updatedAt: new Date(now),
-      },
-      version: newVersion,
-      createdAt: existing?.createdAt || now,
-      updatedAt: now,
-    }
-
-    this.store.set(tenantId, stored)
-    return stored
-  }
-
-  async delete(tenantId: string): Promise<boolean> {
-    return this.store.delete(tenantId)
-  }
-
-  async list(): Promise<{ tenantId: string; updatedAt: string }[]> {
-    const result: { tenantId: string; updatedAt: string }[] = []
-    this.store.forEach((value, key) => {
-      result.push({ tenantId: key, updatedAt: value.updatedAt })
-    })
-    return result
-  }
-}
-
-const stateStore = new InMemoryTOMStateStore()
-
-// =============================================================================
-// HANDLERS
-// =============================================================================
+const BACKEND_URL = process.env.COMPLIANCE_BACKEND_URL || 'http://backend-compliance:8002'
 
 export async function GET(request: NextRequest) {
   try {
     const { searchParams } = new URL(request.url)
     const tenantId = searchParams.get('tenantId')
 
-    // List all states if no tenantId provided
-    if (!tenantId) {
-      const states = await stateStore.list()
-      return NextResponse.json({
-        success: true,
-        data: states,
-      })
-    }
+    const url = tenantId
+      ? `${BACKEND_URL}/api/compliance/tom/state?tenant_id=${encodeURIComponent(tenantId)}`
+      : `${BACKEND_URL}/api/compliance/tom/state`
 
-    const stored = await stateStore.get(tenantId)
-
-    if (!stored) {
-      // Return empty state for new tenants
-      const emptyState = createEmptyTOMGeneratorState(tenantId)
-      return NextResponse.json({
-        success: true,
-        data: {
-          tenantId,
-          state: emptyState,
-          version: 0,
-          isNew: true,
-        },
-      })
-    }
-
-    return NextResponse.json({
-      success: true,
-      data: {
-        tenantId,
-        state: stored.state,
-        version: stored.version,
-        lastModified: stored.updatedAt,
-      },
+    const res = await fetch(url, {
+      headers: { 'Content-Type': 'application/json' },
     })
+
+    const data = await res.json()
+    return NextResponse.json(data, { status: res.status })
   } catch (error) {
     console.error('Failed to load TOM generator state:', error)
     return NextResponse.json(
@@ -142,65 +53,19 @@ export async function POST(request: NextRequest) {
       )
     }
 
-    // Deserialize dates
-    const parsedState: TOMGeneratorState = {
-      ...state,
-      createdAt: new Date(state.createdAt),
-      updatedAt: new Date(state.updatedAt),
-      steps: state.steps.map((step: { id: string; completed: boolean; data: unknown; validatedAt: string | null }) => ({
-        ...step,
-        validatedAt: step.validatedAt ? new Date(step.validatedAt) : null,
-      })),
-      documents: state.documents?.map((doc: { uploadedAt: string; validFrom?: string; validUntil?: string; aiAnalysis?: { analyzedAt: string } }) => ({
-        ...doc,
-        uploadedAt: new Date(doc.uploadedAt),
-        validFrom: doc.validFrom ? new Date(doc.validFrom) : null,
-        validUntil: doc.validUntil ? new Date(doc.validUntil) : null,
-        aiAnalysis: doc.aiAnalysis ? {
-          ...doc.aiAnalysis,
-          analyzedAt: new Date(doc.aiAnalysis.analyzedAt),
-        } : null,
-      })) || [],
-      derivedTOMs: state.derivedTOMs?.map((tom: { implementationDate?: string; reviewDate?: string }) => ({
-        ...tom,
-        implementationDate: tom.implementationDate ? new Date(tom.implementationDate) : null,
-        reviewDate: tom.reviewDate ? new Date(tom.reviewDate) : null,
-      })) || [],
-      gapAnalysis: state.gapAnalysis ? {
-        ...state.gapAnalysis,
-        generatedAt: new Date(state.gapAnalysis.generatedAt),
-      } : null,
-      exports: state.exports?.map((exp: { generatedAt: string }) => ({
-        ...exp,
-        generatedAt: new Date(exp.generatedAt),
-      })) || [],
-    }
-
-    const stored = await stateStore.save(tenantId, parsedState, version)
-
-    return NextResponse.json({
-      success: true,
-      data: {
-        tenantId,
-        state: stored.state,
-        version: stored.version,
-        lastModified: stored.updatedAt,
-      },
+    const res = await fetch(`${BACKEND_URL}/api/compliance/tom/state`, {
+      method: 'POST',
+      headers: { 'Content-Type': 'application/json' },
+      body: JSON.stringify({
+        tenant_id: tenantId,
+        state,
+        version,
+      }),
     })
+
+    const data = await res.json()
+    return NextResponse.json(data, { status: res.status })
   } catch (error) {
-    const err = error as Error & { status?: number }
-
-    if (err.status === 409 || err.message === 'Version conflict') {
-      return NextResponse.json(
-        {
-          success: false,
-          error: 'Version conflict. State was modified by another request.',
-          code: 'VERSION_CONFLICT',
-        },
-        { status: 409 }
-      )
-    }
-
     console.error('Failed to save TOM generator state:', error)
     return NextResponse.json(
       { success: false, error: 'Failed to save state' },
@@ -221,14 +86,16 @@ export async function DELETE(request: NextRequest) {
       )
     }
 
-    const deleted = await stateStore.delete(tenantId)
+    const res = await fetch(
+      `${BACKEND_URL}/api/compliance/tom/state?tenant_id=${encodeURIComponent(tenantId)}`,
+      {
+        method: 'DELETE',
+        headers: { 'Content-Type': 'application/json' },
+      }
+    )
 
-    return NextResponse.json({
-      success: true,
-      tenantId,
-      deleted,
-      deletedAt: new Date().toISOString(),
-    })
+    const data = await res.json()
+    return NextResponse.json(data, { status: res.status })
   } catch (error) {
     console.error('Failed to delete TOM generator state:', error)
     return NextResponse.json(

admin-compliance/app/api/sdk/v1/training/[[...path]]/route.ts

@@ -53,7 +53,18 @@ async function proxyRequest(
       }
     }
 
-    const response = await fetch(url, fetchOptions)
+    const response = await fetch(url, {
+      ...fetchOptions,
+      redirect: 'manual',
+    })
+
+    // Handle redirects (e.g. media stream presigned URL)
+    if (response.status === 307 || response.status === 302) {
+      const location = response.headers.get('location')
+      if (location) {
+        return NextResponse.redirect(location)
+      }
+    }
 
     if (!response.ok) {
       const errorText = await response.text()
@@ -69,6 +80,19 @@ async function proxyRequest(
       )
     }
 
+    // Handle binary responses (PDF, octet-stream)
+    const contentType = response.headers.get('content-type') || ''
+    if (contentType.includes('application/pdf') || contentType.includes('application/octet-stream')) {
+      const buffer = await response.arrayBuffer()
+      return new NextResponse(buffer, {
+        status: response.status,
+        headers: {
+          'Content-Type': contentType,
+          'Content-Disposition': response.headers.get('content-disposition') || '',
+        },
+      })
+    }
+
     const data = await response.json()
     return NextResponse.json(data)
   } catch (error) {

admin-compliance/app/api/sdk/v1/ucca/decision-tree/[[...path]]/route.ts

@@ -0,0 +1,57 @@
+import { NextRequest, NextResponse } from 'next/server'
+
+const SDK_URL = process.env.SDK_URL || 'http://ai-compliance-sdk:8090'
+const DEFAULT_TENANT = process.env.DEFAULT_TENANT_ID || '9282a473-5c95-4b3a-bf78-0ecc0ec71d3e'
+
+/**
+ * Proxy: /api/sdk/v1/ucca/decision-tree/... → Go Backend /sdk/v1/ucca/decision-tree/...
+ */
+async function proxyRequest(request: NextRequest, { params }: { params: Promise<{ path: string[] }> }) {
+  const { path } = await params
+  const subPath = path ? path.join('/') : ''
+  const search = request.nextUrl.search || ''
+  const targetUrl = `${SDK_URL}/sdk/v1/ucca/decision-tree/${subPath}${search}`
+
+  const tenantID = request.headers.get('X-Tenant-ID') || DEFAULT_TENANT
+
+  try {
+    const headers: Record<string, string> = {
+      'X-Tenant-ID': tenantID,
+    }
+
+    const fetchOptions: RequestInit = {
+      method: request.method,
+      headers,
+    }
+
+    if (request.method === 'POST' || request.method === 'PUT' || request.method === 'PATCH') {
+      const body = await request.json()
+      headers['Content-Type'] = 'application/json'
+      fetchOptions.body = JSON.stringify(body)
+    }
+
+    const response = await fetch(targetUrl, fetchOptions)
+
+    if (!response.ok) {
+      const errorText = await response.text()
+      console.error(`Decision tree proxy error [${request.method} ${subPath}]:`, errorText)
+      return NextResponse.json(
+        { error: 'Backend error', details: errorText },
+        { status: response.status }
+      )
+    }
+
+    const data = await response.json()
+    return NextResponse.json(data, { status: response.status })
+  } catch (error) {
+    console.error('Decision tree proxy connection error:', error)
+    return NextResponse.json(
+      { error: 'Failed to connect to AI compliance backend' },
+      { status: 503 }
+    )
+  }
+}
+
+export const GET = proxyRequest
+export const POST = proxyRequest
+export const DELETE = proxyRequest

admin-compliance/app/api/sdk/v1/ucca/decision-tree/route.ts

@@ -0,0 +1,36 @@
+import { NextRequest, NextResponse } from 'next/server'
+
+const SDK_URL = process.env.SDK_URL || 'http://ai-compliance-sdk:8090'
+const DEFAULT_TENANT = process.env.DEFAULT_TENANT_ID || '9282a473-5c95-4b3a-bf78-0ecc0ec71d3e'
+
+/**
+ * Proxy: GET /api/sdk/v1/ucca/decision-tree → Go Backend GET /sdk/v1/ucca/decision-tree
+ * Returns the decision tree definition (questions, structure)
+ */
+export async function GET(request: NextRequest) {
+  const tenantID = request.headers.get('X-Tenant-ID') || DEFAULT_TENANT
+
+  try {
+    const response = await fetch(`${SDK_URL}/sdk/v1/ucca/decision-tree`, {
+      headers: { 'X-Tenant-ID': tenantID },
+    })
+
+    if (!response.ok) {
+      const errorText = await response.text()
+      console.error('Decision tree GET error:', errorText)
+      return NextResponse.json(
+        { error: 'Backend error', details: errorText },
+        { status: response.status }
+      )
+    }
+
+    const data = await response.json()
+    return NextResponse.json(data)
+  } catch (error) {
+    console.error('Decision tree proxy error:', error)
+    return NextResponse.json(
+      { error: 'Failed to connect to AI compliance backend' },
+      { status: 503 }
+    )
+  }
+}

admin-compliance/app/api/sdk/v1/ucca/obligations/[[...path]]/route.ts

@@ -0,0 +1,39 @@
+import { NextRequest, NextResponse } from 'next/server'
+
+const SDK_BASE_URL = process.env.SDK_BASE_URL || 'http://localhost:8085'
+
+const DEFAULT_TENANT_ID = '9282a473-5c95-4b3a-bf78-0ecc0ec71d3e'
+const DEFAULT_USER_ID = 'admin'
+
+async function proxyRequest(request: NextRequest, method: string) {
+  try {
+    const pathSegments = request.nextUrl.pathname.replace('/api/sdk/v1/ucca/obligations/', '')
+    const targetUrl = `${SDK_BASE_URL}/sdk/v1/ucca/obligations/${pathSegments}${request.nextUrl.search}`
+
+    const headers: Record<string, string> = {
+      'Content-Type': 'application/json',
+      'X-Tenant-ID': request.headers.get('X-Tenant-ID') || DEFAULT_TENANT_ID,
+      'X-User-ID': request.headers.get('X-User-ID') || DEFAULT_USER_ID,
+    }
+
+    const fetchOptions: RequestInit = { method, headers }
+    if (method === 'POST' || method === 'PUT' || method === 'PATCH') {
+      fetchOptions.body = await request.text()
+    }
+
+    const response = await fetch(targetUrl, fetchOptions)
+    if (!response.ok) {
+      const errorText = await response.text()
+      return NextResponse.json({ error: 'SDK backend error', details: errorText }, { status: response.status })
+    }
+
+    const data = await response.json()
+    return NextResponse.json(data)
+  } catch (error) {
+    console.error('UCCA obligations proxy error:', error)
+    return NextResponse.json({ error: 'Failed to connect to SDK backend' }, { status: 503 })
+  }
+}
+
+export async function GET(request: NextRequest) { return proxyRequest(request, 'GET') }
+export async function POST(request: NextRequest) { return proxyRequest(request, 'POST') }

admin-compliance/app/api/sdk/v1/ucca/obligations/assess/route.ts

@@ -2,19 +2,19 @@ import { NextRequest, NextResponse } from 'next/server'
 
 const SDK_BASE_URL = process.env.SDK_BASE_URL || 'http://localhost:8085'
 
+const DEFAULT_TENANT_ID = '9282a473-5c95-4b3a-bf78-0ecc0ec71d3e'
+const DEFAULT_USER_ID = 'admin'
+
 export async function POST(request: NextRequest) {
   try {
     const body = await request.json()
 
-    // Forward the request to the SDK backend
     const response = await fetch(`${SDK_BASE_URL}/sdk/v1/ucca/obligations/assess`, {
       method: 'POST',
       headers: {
         'Content-Type': 'application/json',
-        // Forward tenant ID if present
-        ...(request.headers.get('X-Tenant-ID') && {
-          'X-Tenant-ID': request.headers.get('X-Tenant-ID') as string,
-        }),
+        'X-Tenant-ID': request.headers.get('X-Tenant-ID') || DEFAULT_TENANT_ID,
+        'X-User-ID': request.headers.get('X-User-ID') || DEFAULT_USER_ID,
       },
       body: JSON.stringify(body),
     })

admin-compliance/app/api/sdk/v1/ucca/obligations/export/direct/route.ts

@@ -2,19 +2,19 @@ import { NextRequest, NextResponse } from 'next/server'
 
 const SDK_BASE_URL = process.env.SDK_BASE_URL || 'http://localhost:8085'
 
+const DEFAULT_TENANT_ID = '9282a473-5c95-4b3a-bf78-0ecc0ec71d3e'
+const DEFAULT_USER_ID = 'admin'
+
 export async function POST(request: NextRequest) {
   try {
     const body = await request.json()
 
-    // Forward the request to the SDK backend
     const response = await fetch(`${SDK_BASE_URL}/sdk/v1/ucca/obligations/export/direct`, {
       method: 'POST',
       headers: {
         'Content-Type': 'application/json',
-        // Forward tenant ID if present
-        ...(request.headers.get('X-Tenant-ID') && {
-          'X-Tenant-ID': request.headers.get('X-Tenant-ID') as string,
-        }),
+        'X-Tenant-ID': request.headers.get('X-Tenant-ID') || DEFAULT_TENANT_ID,
+        'X-User-ID': request.headers.get('X-User-ID') || DEFAULT_USER_ID,
       },
       body: JSON.stringify(body),
     })

admin-compliance/app/api/sdk/v1/vendor-compliance/[[...path]]/route.ts

@@ -0,0 +1,122 @@
+/**
+ * Vendor Compliance API Proxy - Catch-all route
+ * Proxies all /api/sdk/v1/vendor-compliance/* requests to backend-compliance
+ *
+ * Backend routes: vendors, contracts, findings, control-instances, controls, export
+ * All under /api/compliance/vendor-compliance/ prefix on backend-compliance:8002
+ */
+
+import { NextRequest, NextResponse } from 'next/server'
+
+const BACKEND_URL = process.env.BACKEND_URL || 'http://backend-compliance:8002'
+
+async function proxyRequest(
+  request: NextRequest,
+  pathSegments: string[] | undefined,
+  method: string
+) {
+  const pathStr = pathSegments?.join('/') || ''
+  const searchParams = request.nextUrl.searchParams.toString()
+  const basePath = `${BACKEND_URL}/api/compliance/vendor-compliance`
+  const url = pathStr
+    ? `${basePath}/${pathStr}${searchParams ? `?${searchParams}` : ''}`
+    : `${basePath}${searchParams ? `?${searchParams}` : ''}`
+
+  try {
+    const headers: HeadersInit = {
+      'Content-Type': 'application/json',
+    }
+
+    const headerNames = ['authorization', 'x-namespace-id', 'x-tenant-slug']
+    for (const name of headerNames) {
+      const value = request.headers.get(name)
+      if (value) {
+        headers[name] = value
+      }
+    }
+
+    const uuidRegex = /^[0-9a-f]{8}-[0-9a-f]{4}-[0-9a-f]{4}-[0-9a-f]{4}-[0-9a-f]{12}$/i
+    const clientUserId = request.headers.get('x-user-id')
+    const clientTenantId = request.headers.get('x-tenant-id')
+    headers['X-User-ID'] = (clientUserId && uuidRegex.test(clientUserId)) ? clientUserId : '00000000-0000-0000-0000-000000000001'
+    headers['X-Tenant-ID'] = (clientTenantId && uuidRegex.test(clientTenantId)) ? clientTenantId : (process.env.DEFAULT_TENANT_ID || '9282a473-5c95-4b3a-bf78-0ecc0ec71d3e')
+
+    const fetchOptions: RequestInit = {
+      method,
+      headers,
+      signal: AbortSignal.timeout(60000),
+    }
+
+    if (method === 'POST' || method === 'PUT' || method === 'PATCH') {
+      const body = await request.text()
+      if (body) {
+        fetchOptions.body = body
+      }
+    }
+
+    const response = await fetch(url, fetchOptions)
+
+    if (!response.ok) {
+      const errorText = await response.text()
+      let errorJson
+      try {
+        errorJson = JSON.parse(errorText)
+      } catch {
+        errorJson = { error: errorText }
+      }
+      return NextResponse.json(
+        { error: `Backend Error: ${response.status}`, ...errorJson },
+        { status: response.status }
+      )
+    }
+
+    const data = await response.json()
+    return NextResponse.json(data)
+  } catch (error) {
+    console.error('Vendor Compliance API proxy error:', error)
+    return NextResponse.json(
+      { error: 'Verbindung zum Compliance Backend fehlgeschlagen' },
+      { status: 503 }
+    )
+  }
+}
+
+export async function GET(
+  request: NextRequest,
+  { params }: { params: Promise<{ path?: string[] }> }
+) {
+  const { path } = await params
+  return proxyRequest(request, path, 'GET')
+}
+
+export async function POST(
+  request: NextRequest,
+  { params }: { params: Promise<{ path?: string[] }> }
+) {
+  const { path } = await params
+  return proxyRequest(request, path, 'POST')
+}
+
+export async function PUT(
+  request: NextRequest,
+  { params }: { params: Promise<{ path?: string[] }> }
+) {
+  const { path } = await params
+  return proxyRequest(request, path, 'PUT')
+}
+
+export async function PATCH(
+  request: NextRequest,
+  { params }: { params: Promise<{ path?: string[] }> }
+) {
+  const { path } = await params
+  return proxyRequest(request, path, 'PATCH')
+}
+
+export async function DELETE(
+  request: NextRequest,
+  { params }: { params: Promise<{ path?: string[] }> }
+) {
+  const { path } = await params
+  return proxyRequest(request, path, 'DELETE')
+}

admin-compliance/app/api/sdk/v1/vendor-compliance/contracts/route.ts

@@ -1,88 +0,0 @@
-import { NextRequest, NextResponse } from 'next/server'
-import { v4 as uuidv4 } from 'uuid'
-import { ContractDocument } from '@/lib/sdk/vendor-compliance'
-
-// In-memory storage for demo purposes
-const contracts: Map<string, ContractDocument> = new Map()
-
-export async function GET(request: NextRequest) {
-  try {
-    const contractList = Array.from(contracts.values())
-
-    return NextResponse.json({
-      success: true,
-      data: contractList,
-      timestamp: new Date().toISOString(),
-    })
-  } catch (error) {
-    console.error('Error fetching contracts:', error)
-    return NextResponse.json(
-      { success: false, error: 'Failed to fetch contracts' },
-      { status: 500 }
-    )
-  }
-}
-
-export async function POST(request: NextRequest) {
-  try {
-    // Handle multipart form data for file upload
-    const formData = await request.formData()
-    const file = formData.get('file') as File | null
-    const vendorId = formData.get('vendorId') as string
-    const metadataStr = formData.get('metadata') as string
-
-    if (!file || !vendorId) {
-      return NextResponse.json(
-        { success: false, error: 'File and vendorId are required' },
-        { status: 400 }
-      )
-    }
-
-    const metadata = metadataStr ? JSON.parse(metadataStr) : {}
-    const id = uuidv4()
-
-    // In production, upload file to storage (MinIO, S3, etc.)
-    const storagePath = `contracts/${id}/${file.name}`
-
-    const contract: ContractDocument = {
-      id,
-      tenantId: 'default',
-      vendorId,
-      fileName: `${id}-${file.name}`,
-      originalName: file.name,
-      mimeType: file.type,
-      fileSize: file.size,
-      storagePath,
-      documentType: metadata.documentType || 'OTHER',
-      version: metadata.version || '1.0',
-      previousVersionId: metadata.previousVersionId,
-      parties: metadata.parties,
-      effectiveDate: metadata.effectiveDate ? new Date(metadata.effectiveDate) : undefined,
-      expirationDate: metadata.expirationDate ? new Date(metadata.expirationDate) : undefined,
-      autoRenewal: metadata.autoRenewal,
-      renewalNoticePeriod: metadata.renewalNoticePeriod,
-      terminationNoticePeriod: metadata.terminationNoticePeriod,
-      reviewStatus: 'PENDING',
-      status: 'DRAFT',
-      createdAt: new Date(),
-      updatedAt: new Date(),
-    }
-
-    contracts.set(id, contract)
-
-    return NextResponse.json(
-      {
-        success: true,
-        data: contract,
-        timestamp: new Date().toISOString(),
-      },
-      { status: 201 }
-    )
-  } catch (error) {
-    console.error('Error uploading contract:', error)
-    return NextResponse.json(
-      { success: false, error: 'Failed to upload contract' },
-      { status: 500 }
-    )
-  }
-}

admin-compliance/app/api/sdk/v1/vendor-compliance/controls/route.ts

@@ -1,28 +0,0 @@
-import { NextRequest, NextResponse } from 'next/server'
-import { CONTROLS_LIBRARY } from '@/lib/sdk/vendor-compliance'
-
-export async function GET(request: NextRequest) {
-  try {
-    const searchParams = request.nextUrl.searchParams
-    const domain = searchParams.get('domain')
-
-    let controls = [...CONTROLS_LIBRARY]
-
-    // Filter by domain if provided
-    if (domain) {
-      controls = controls.filter((c) => c.domain === domain)
-    }
-
-    return NextResponse.json({
-      success: true,
-      data: controls,
-      timestamp: new Date().toISOString(),
-    })
-  } catch (error) {
-    console.error('Error fetching controls:', error)
-    return NextResponse.json(
-      { success: false, error: 'Failed to fetch controls' },
-      { status: 500 }
-    )
-  }
-}

admin-compliance/app/api/sdk/v1/vendor-compliance/export/[reportId]/download/route.ts

@@ -1,75 +0,0 @@
-import { NextRequest, NextResponse } from 'next/server'
-
-/**
- * GET /api/sdk/v1/vendor-compliance/export/[reportId]/download
- *
- * Download a generated report file.
- * In production, this would redirect to a signed MinIO/S3 URL or stream the file.
- */
-export async function GET(
-  request: NextRequest,
-  { params }: { params: Promise<{ reportId: string }> }
-) {
-  const { reportId } = await params
-
-  // TODO: Implement actual file download
-  // This would typically:
-  // 1. Verify report exists and user has access
-  // 2. Generate signed URL for MinIO/S3
-  // 3. Redirect to signed URL or stream file
-
-  // For now, return a placeholder PDF
-  const placeholderContent = `
-%PDF-1.4
-1 0 obj
-<< /Type /Catalog /Pages 2 0 R >>
-endobj
-2 0 obj
-<< /Type /Pages /Kids [3 0 R] /Count 1 >>
-endobj
-3 0 obj
-<< /Type /Page /Parent 2 0 R /MediaBox [0 0 612 792] /Contents 4 0 R /Resources << /Font << /F1 5 0 R >> >> >>
-endobj
-4 0 obj
-<< /Length 200 >>
-stream
-BT
-/F1 24 Tf
-100 700 Td
-(Vendor Compliance Report) Tj
-/F1 12 Tf
-100 650 Td
-(Report ID: ${reportId}) Tj
-100 620 Td
-(Generated: ${new Date().toISOString()}) Tj
-100 580 Td
-(This is a placeholder. Implement actual report generation.) Tj
-ET
-endstream
-endobj
-5 0 obj
-<< /Type /Font /Subtype /Type1 /BaseFont /Helvetica >>
-endobj
-xref
-0 6
-0000000000 65535 f
-0000000009 00000 n
-0000000058 00000 n
-0000000115 00000 n
-0000000266 00000 n
-0000000519 00000 n
-trailer
-<< /Size 6 /Root 1 0 R >>
-startxref
-598
-%%EOF
-`.trim()
-
-  // Return as PDF
-  return new NextResponse(placeholderContent, {
-    headers: {
-      'Content-Type': 'application/pdf',
-      'Content-Disposition': `attachment; filename="Report_${reportId.slice(0, 8)}.pdf"`,
-    },
-  })
-}

admin-compliance/app/api/sdk/v1/vendor-compliance/export/[reportId]/route.ts

@@ -1,44 +0,0 @@
-import { NextRequest, NextResponse } from 'next/server'
-
-/**
- * GET /api/sdk/v1/vendor-compliance/export/[reportId]
- *
- * Get report metadata by ID.
- */
-export async function GET(
-  request: NextRequest,
-  { params }: { params: Promise<{ reportId: string }> }
-) {
-  const { reportId } = await params
-
-  // TODO: Fetch report metadata from database
-  // For now, return mock data
-
-  return NextResponse.json({
-    id: reportId,
-    status: 'completed',
-    filename: `Report_${reportId.slice(0, 8)}.pdf`,
-    generatedAt: new Date().toISOString(),
-    expiresAt: new Date(Date.now() + 24 * 60 * 60 * 1000).toISOString(), // 24h
-  })
-}
-
-/**
- * DELETE /api/sdk/v1/vendor-compliance/export/[reportId]
- *
- * Delete a generated report.
- */
-export async function DELETE(
-  request: NextRequest,
-  { params }: { params: Promise<{ reportId: string }> }
-) {
-  const { reportId } = await params
-
-  // TODO: Delete report from storage and database
-  console.log('Deleting report:', reportId)
-
-  return NextResponse.json({
-    success: true,
-    deletedId: reportId,
-  })
-}

admin-compliance/app/api/sdk/v1/vendor-compliance/export/route.ts

@@ -1,118 +0,0 @@
-import { NextRequest, NextResponse } from 'next/server'
-import { v4 as uuidv4 } from 'uuid'
-
-/**
- * POST /api/sdk/v1/vendor-compliance/export
- *
- * Generate and export reports in various formats.
- * Currently returns mock data - integrate with actual report generation service.
- */
-
-interface ExportConfig {
-  reportType: 'VVT_EXPORT' | 'VENDOR_AUDIT' | 'ROPA' | 'MANAGEMENT_SUMMARY' | 'DPIA_INPUT'
-  format: 'PDF' | 'DOCX' | 'XLSX' | 'JSON'
-  scope: {
-    vendorIds: string[]
-    processingActivityIds: string[]
-    includeFindings: boolean
-    includeControls: boolean
-    includeRiskAssessment: boolean
-    dateRange?: {
-      from: string
-      to: string
-    }
-  }
-}
-
-const REPORT_TYPE_NAMES: Record<ExportConfig['reportType'], string> = {
-  VVT_EXPORT: 'Verarbeitungsverzeichnis',
-  VENDOR_AUDIT: 'Vendor-Audit-Pack',
-  ROPA: 'RoPA',
-  MANAGEMENT_SUMMARY: 'Management-Summary',
-  DPIA_INPUT: 'DSFA-Input',
-}
-
-const FORMAT_EXTENSIONS: Record<ExportConfig['format'], string> = {
-  PDF: 'pdf',
-  DOCX: 'docx',
-  XLSX: 'xlsx',
-  JSON: 'json',
-}
-
-export async function POST(request: NextRequest) {
-  try {
-    const config = (await request.json()) as ExportConfig
-
-    // Validate request
-    if (!config.reportType || !config.format) {
-      return NextResponse.json(
-        { error: 'reportType and format are required' },
-        { status: 400 }
-      )
-    }
-
-    // Generate report ID and filename
-    const reportId = uuidv4()
-    const timestamp = new Date().toISOString().slice(0, 10).replace(/-/g, '')
-    const filename = `${REPORT_TYPE_NAMES[config.reportType]}_${timestamp}.${FORMAT_EXTENSIONS[config.format]}`
-
-    // TODO: Implement actual report generation
-    // This would typically:
-    // 1. Fetch data from database based on scope
-    // 2. Generate report using template engine (e.g., docx-templates, pdfkit)
-    // 3. Store in MinIO/S3
-    // 4. Return download URL
-
-    // Mock implementation - simulate processing time
-    await new Promise((resolve) => setTimeout(resolve, 500))
-
-    // In production, this would be a signed URL to MinIO/S3
-    const downloadUrl = `/api/sdk/v1/vendor-compliance/export/${reportId}/download`
-
-    // Log export for audit trail
-    console.log('Export generated:', {
-      reportId,
-      reportType: config.reportType,
-      format: config.format,
-      scope: config.scope,
-      filename,
-      generatedAt: new Date().toISOString(),
-    })
-
-    return NextResponse.json({
-      id: reportId,
-      reportType: config.reportType,
-      format: config.format,
-      filename,
-      downloadUrl,
-      generatedAt: new Date().toISOString(),
-      scope: {
-        vendorCount: config.scope.vendorIds?.length || 0,
-        activityCount: config.scope.processingActivityIds?.length || 0,
-        includesFindings: config.scope.includeFindings,
-        includesControls: config.scope.includeControls,
-        includesRiskAssessment: config.scope.includeRiskAssessment,
-      },
-    })
-  } catch (error) {
-    console.error('Export error:', error)
-    return NextResponse.json(
-      { error: 'Failed to generate export' },
-      { status: 500 }
-    )
-  }
-}
-
-/**
- * GET /api/sdk/v1/vendor-compliance/export
- *
- * List recent exports for the current tenant.
- */
-export async function GET() {
-  // TODO: Implement fetching recent exports from database
-  // For now, return empty list
-  return NextResponse.json({
-    exports: [],
-    totalCount: 0,
-  })
-}

admin-compliance/app/api/sdk/v1/vendor-compliance/findings/route.ts

@@ -1,43 +0,0 @@
-import { NextRequest, NextResponse } from 'next/server'
-import { Finding } from '@/lib/sdk/vendor-compliance'
-
-// In-memory storage for demo purposes
-const findings: Map<string, Finding> = new Map()
-
-export async function GET(request: NextRequest) {
-  try {
-    const searchParams = request.nextUrl.searchParams
-    const vendorId = searchParams.get('vendorId')
-    const contractId = searchParams.get('contractId')
-    const status = searchParams.get('status')
-
-    let findingsList = Array.from(findings.values())
-
-    // Filter by vendor
-    if (vendorId) {
-      findingsList = findingsList.filter((f) => f.vendorId === vendorId)
-    }
-
-    // Filter by contract
-    if (contractId) {
-      findingsList = findingsList.filter((f) => f.contractId === contractId)
-    }
-
-    // Filter by status
-    if (status) {
-      findingsList = findingsList.filter((f) => f.status === status)
-    }
-
-    return NextResponse.json({
-      success: true,
-      data: findingsList,
-      timestamp: new Date().toISOString(),
-    })
-  } catch (error) {
-    console.error('Error fetching findings:', error)
-    return NextResponse.json(
-      { success: false, error: 'Failed to fetch findings' },
-      { status: 500 }
-    )
-  }
-}

admin-compliance/app/api/sdk/v1/vendor-compliance/processing-activities/[id]/route.ts

@@ -1,70 +0,0 @@
-import { NextRequest, NextResponse } from 'next/server'
-
-// This would reference the same storage as the main route
-// In production, this would be database calls
-
-export async function GET(
-  request: NextRequest,
-  { params }: { params: Promise<{ id: string }> }
-) {
-  try {
-    const { id } = await params
-
-    // In production, fetch from database
-    return NextResponse.json({
-      success: true,
-      data: null, // Would return the activity
-      timestamp: new Date().toISOString(),
-    })
-  } catch (error) {
-    console.error('Error fetching processing activity:', error)
-    return NextResponse.json(
-      { success: false, error: 'Failed to fetch processing activity' },
-      { status: 500 }
-    )
-  }
-}
-
-export async function PUT(
-  request: NextRequest,
-  { params }: { params: Promise<{ id: string }> }
-) {
-  try {
-    const { id } = await params
-    const body = await request.json()
-
-    // In production, update in database
-    return NextResponse.json({
-      success: true,
-      data: { id, ...body, updatedAt: new Date() },
-      timestamp: new Date().toISOString(),
-    })
-  } catch (error) {
-    console.error('Error updating processing activity:', error)
-    return NextResponse.json(
-      { success: false, error: 'Failed to update processing activity' },
-      { status: 500 }
-    )
-  }
-}
-
-export async function DELETE(
-  request: NextRequest,
-  { params }: { params: Promise<{ id: string }> }
-) {
-  try {
-    const { id } = await params
-
-    // In production, delete from database
-    return NextResponse.json({
-      success: true,
-      timestamp: new Date().toISOString(),
-    })
-  } catch (error) {
-    console.error('Error deleting processing activity:', error)
-    return NextResponse.json(
-      { success: false, error: 'Failed to delete processing activity' },
-      { status: 500 }
-    )
-  }
-}

admin-compliance/app/api/sdk/v1/vendor-compliance/processing-activities/route.ts

@@ -1,84 +0,0 @@
-import { NextRequest, NextResponse } from 'next/server'
-import { v4 as uuidv4 } from 'uuid'
-import { ProcessingActivity, generateVVTId } from '@/lib/sdk/vendor-compliance'
-
-// In-memory storage for demo purposes
-// In production, this would be replaced with database calls
-const processingActivities: Map<string, ProcessingActivity> = new Map()
-
-export async function GET(request: NextRequest) {
-  try {
-    const activities = Array.from(processingActivities.values())
-
-    return NextResponse.json({
-      success: true,
-      data: activities,
-      timestamp: new Date().toISOString(),
-    })
-  } catch (error) {
-    console.error('Error fetching processing activities:', error)
-    return NextResponse.json(
-      { success: false, error: 'Failed to fetch processing activities' },
-      { status: 500 }
-    )
-  }
-}
-
-export async function POST(request: NextRequest) {
-  try {
-    const body = await request.json()
-
-    // Generate IDs
-    const id = uuidv4()
-    const existingIds = Array.from(processingActivities.values()).map((a) => a.vvtId)
-    const vvtId = body.vvtId || generateVVTId(existingIds)
-
-    const activity: ProcessingActivity = {
-      id,
-      tenantId: 'default', // Would come from auth context
-      vvtId,
-      name: body.name,
-      responsible: body.responsible,
-      dpoContact: body.dpoContact,
-      purposes: body.purposes || [],
-      dataSubjectCategories: body.dataSubjectCategories || [],
-      personalDataCategories: body.personalDataCategories || [],
-      recipientCategories: body.recipientCategories || [],
-      thirdCountryTransfers: body.thirdCountryTransfers || [],
-      retentionPeriod: body.retentionPeriod || { description: { de: '', en: '' } },
-      technicalMeasures: body.technicalMeasures || [],
-      legalBasis: body.legalBasis || [],
-      dataSources: body.dataSources || [],
-      systems: body.systems || [],
-      dataFlows: body.dataFlows || [],
-      protectionLevel: body.protectionLevel || 'MEDIUM',
-      dpiaRequired: body.dpiaRequired || false,
-      dpiaJustification: body.dpiaJustification,
-      subProcessors: body.subProcessors || [],
-      legalRetentionBasis: body.legalRetentionBasis,
-      status: body.status || 'DRAFT',
-      owner: body.owner || '',
-      lastReviewDate: body.lastReviewDate,
-      nextReviewDate: body.nextReviewDate,
-      createdAt: new Date(),
-      updatedAt: new Date(),
-    }
-
-    processingActivities.set(id, activity)
-
-    return NextResponse.json(
-      {
-        success: true,
-        data: activity,
-        timestamp: new Date().toISOString(),
-      },
-      { status: 201 }
-    )
-  } catch (error) {
-    console.error('Error creating processing activity:', error)
-    return NextResponse.json(
-      { success: false, error: 'Failed to create processing activity' },
-      { status: 500 }
-    )
-  }
-}

admin-compliance/app/api/sdk/v1/vendor-compliance/vendors/route.ts

@@ -1,82 +0,0 @@
-import { NextRequest, NextResponse } from 'next/server'
-import { v4 as uuidv4 } from 'uuid'
-import { Vendor } from '@/lib/sdk/vendor-compliance'
-
-// In-memory storage for demo purposes
-const vendors: Map<string, Vendor> = new Map()
-
-export async function GET(request: NextRequest) {
-  try {
-    const vendorList = Array.from(vendors.values())
-
-    return NextResponse.json({
-      success: true,
-      data: vendorList,
-      timestamp: new Date().toISOString(),
-    })
-  } catch (error) {
-    console.error('Error fetching vendors:', error)
-    return NextResponse.json(
-      { success: false, error: 'Failed to fetch vendors' },
-      { status: 500 }
-    )
-  }
-}
-
-export async function POST(request: NextRequest) {
-  try {
-    const body = await request.json()
-    const id = uuidv4()
-
-    const vendor: Vendor = {
-      id,
-      tenantId: 'default',
-      name: body.name,
-      legalForm: body.legalForm,
-      country: body.country,
-      address: body.address,
-      website: body.website,
-      role: body.role,
-      serviceDescription: body.serviceDescription,
-      serviceCategory: body.serviceCategory,
-      dataAccessLevel: body.dataAccessLevel || 'NONE',
-      processingLocations: body.processingLocations || [],
-      transferMechanisms: body.transferMechanisms || [],
-      certifications: body.certifications || [],
-      primaryContact: body.primaryContact,
-      dpoContact: body.dpoContact,
-      securityContact: body.securityContact,
-      contractTypes: body.contractTypes || [],
-      contracts: body.contracts || [],
-      inherentRiskScore: body.inherentRiskScore || 50,
-      residualRiskScore: body.residualRiskScore || 50,
-      manualRiskAdjustment: body.manualRiskAdjustment,
-      riskJustification: body.riskJustification,
-      reviewFrequency: body.reviewFrequency || 'ANNUAL',
-      lastReviewDate: body.lastReviewDate,
-      nextReviewDate: body.nextReviewDate,
-      status: body.status || 'ACTIVE',
-      processingActivityIds: body.processingActivityIds || [],
-      notes: body.notes,
-      createdAt: new Date(),
-      updatedAt: new Date(),
-    }
-
-    vendors.set(id, vendor)
-
-    return NextResponse.json(
-      {
-        success: true,
-        data: vendor,
-        timestamp: new Date().toISOString(),
-      },
-      { status: 201 }
-    )
-  } catch (error) {
-    console.error('Error creating vendor:', error)
-    return NextResponse.json(
-      { success: false, error: 'Failed to create vendor' },
-      { status: 500 }
-    )
-  }
-}

admin-compliance/app/api/sdk/v1/wiki/route.ts

@@ -0,0 +1,87 @@
+import { NextRequest, NextResponse } from 'next/server'
+
+const BACKEND_URL = process.env.BACKEND_URL || 'http://backend-compliance:8002'
+
+/**
+ * Proxy: GET /api/sdk/v1/wiki?endpoint=...
+ *
+ * Routes to backend wiki endpoints:
+ *   endpoint=categories  → GET /api/compliance/v1/wiki/categories
+ *   endpoint=articles    → GET /api/compliance/v1/wiki/articles(?category_id=...)
+ *   endpoint=search      → GET /api/compliance/v1/wiki/search?q=...
+ *   endpoint=article&id= → GET /api/compliance/v1/wiki/articles/{id}
+ */
+export async function GET(request: NextRequest) {
+  try {
+    const { searchParams } = new URL(request.url)
+    const endpoint = searchParams.get('endpoint') || 'categories'
+
+    let backendPath: string
+
+    switch (endpoint) {
+      case 'categories':
+        backendPath = '/api/compliance/v1/wiki/categories'
+        break
+
+      case 'articles': {
+        const categoryId = searchParams.get('category_id')
+        backendPath = '/api/compliance/v1/wiki/articles'
+        if (categoryId) {
+          backendPath += `?category_id=${encodeURIComponent(categoryId)}`
+        }
+        break
+      }
+
+      case 'article': {
+        const articleId = searchParams.get('id')
+        if (!articleId) {
+          return NextResponse.json(
+            { error: 'Missing article id' },
+            { status: 400 }
+          )
+        }
+        backendPath = `/api/compliance/v1/wiki/articles/${encodeURIComponent(articleId)}`
+        break
+      }
+
+      case 'search': {
+        const query = searchParams.get('q')
+        if (!query) {
+          return NextResponse.json(
+            { error: 'Missing search query' },
+            { status: 400 }
+          )
+        }
+        backendPath = `/api/compliance/v1/wiki/search?q=${encodeURIComponent(query)}`
+        break
+      }
+
+      default:
+        return NextResponse.json(
+          { error: `Unknown endpoint: ${endpoint}` },
+          { status: 400 }
+        )
+    }
+
+    const response = await fetch(`${BACKEND_URL}${backendPath}`)
+
+    if (!response.ok) {
+      if (response.status === 404) {
+        return NextResponse.json(null, { status: 404 })
+      }
+      const errorText = await response.text()
+      return NextResponse.json(
+        { error: 'Backend error', details: errorText },
+        { status: response.status }
+      )
+    }
+
+    return NextResponse.json(await response.json())
+  } catch (error) {
+    console.error('Wiki proxy error:', error)
+    return NextResponse.json(
+      { error: 'Failed to connect to backend' },
+      { status: 503 }
+    )
+  }
+}

admin-compliance/app/api/sdk/v1/workshops/[[...path]]/route.ts

@@ -0,0 +1,119 @@
+/**
+ * Workshop API Proxy - Catch-all route
+ * Proxies all /api/sdk/v1/workshops/* requests to ai-compliance-sdk backend
+ */
+
+import { NextRequest, NextResponse } from 'next/server'
+
+const SDK_BACKEND_URL = process.env.SDK_API_URL || 'http://ai-compliance-sdk:8090'
+
+async function proxyRequest(
+  request: NextRequest,
+  pathSegments: string[] | undefined,
+  method: string
+) {
+  const pathStr = pathSegments?.join('/') || ''
+  const searchParams = request.nextUrl.searchParams.toString()
+  const basePath = `${SDK_BACKEND_URL}/sdk/v1/workshops`
+  const url = pathStr
+    ? `${basePath}/${pathStr}${searchParams ? `?${searchParams}` : ''}`
+    : `${basePath}${searchParams ? `?${searchParams}` : ''}`
+
+  try {
+    const headers: HeadersInit = {
+      'Content-Type': 'application/json',
+    }
+
+    const headerNames = ['authorization', 'x-namespace-id', 'x-tenant-slug']
+    for (const name of headerNames) {
+      const value = request.headers.get(name)
+      if (value) {
+        headers[name] = value
+      }
+    }
+
+    const uuidRegex = /^[0-9a-f]{8}-[0-9a-f]{4}-[0-9a-f]{4}-[0-9a-f]{4}-[0-9a-f]{12}$/i
+    const clientUserId = request.headers.get('x-user-id')
+    const clientTenantId = request.headers.get('x-tenant-id')
+    headers['X-User-ID'] = (clientUserId && uuidRegex.test(clientUserId)) ? clientUserId : '00000000-0000-0000-0000-000000000001'
+    headers['X-Tenant-ID'] = (clientTenantId && uuidRegex.test(clientTenantId)) ? clientTenantId : (process.env.DEFAULT_TENANT_ID || '9282a473-5c95-4b3a-bf78-0ecc0ec71d3e')
+
+    const fetchOptions: RequestInit = {
+      method,
+      headers,
+      signal: AbortSignal.timeout(60000),
+    }
+
+    if (method === 'POST' || method === 'PUT' || method === 'PATCH') {
+      const body = await request.text()
+      if (body) {
+        fetchOptions.body = body
+      }
+    }
+
+    const response = await fetch(url, fetchOptions)
+
+    if (!response.ok) {
+      const errorText = await response.text()
+      let errorJson
+      try {
+        errorJson = JSON.parse(errorText)
+      } catch {
+        errorJson = { error: errorText }
+      }
+      return NextResponse.json(
+        { error: `Backend Error: ${response.status}`, ...errorJson },
+        { status: response.status }
+      )
+    }
+
+    const data = await response.json()
+    return NextResponse.json(data)
+  } catch (error) {
+    console.error('Workshop API proxy error:', error)
+    return NextResponse.json(
+      { error: 'Verbindung zum SDK Backend fehlgeschlagen' },
+      { status: 503 }
+    )
+  }
+}
+
+export async function GET(
+  request: NextRequest,
+  { params }: { params: Promise<{ path?: string[] }> }
+) {
+  const { path } = await params
+  return proxyRequest(request, path, 'GET')
+}
+
+export async function POST(
+  request: NextRequest,
+  { params }: { params: Promise<{ path?: string[] }> }
+) {
+  const { path } = await params
+  return proxyRequest(request, path, 'POST')
+}
+
+export async function PUT(
+  request: NextRequest,
+  { params }: { params: Promise<{ path?: string[] }> }
+) {
+  const { path } = await params
+  return proxyRequest(request, path, 'PUT')
+}
+
+export async function PATCH(
+  request: NextRequest,
+  { params }: { params: Promise<{ path?: string[] }> }
+) {
+  const { path } = await params
+  return proxyRequest(request, path, 'PATCH')
+}
+
+export async function DELETE(
+  request: NextRequest,
+  { params }: { params: Promise<{ path?: string[] }> }
+) {
+  const { path } = await params
+  return proxyRequest(request, path, 'DELETE')
+}

admin-compliance/app/api/webhooks/woodpecker/route.ts

@@ -14,7 +14,7 @@ const LOG_EXTRACT_URL = process.env.NEXT_PUBLIC_APP_URL
   : 'http://localhost:3002/api/infrastructure/log-extract/extract'
 
 // Test service API URL for backlog insertion
-const TEST_SERVICE_URL = process.env.TEST_SERVICE_URL || 'http://localhost:8086'
+const TEST_SERVICE_URL = process.env.TEST_SERVICE_URL || 'http://localhost:8002'
 
 // =============================================================================
 // Helper Functions

admin-compliance/app/sdk/agents/[agentId]/page.tsx

@@ -0,0 +1,333 @@
+'use client'
+
+import React, { useEffect, useState, useCallback } from 'react'
+import Link from 'next/link'
+import { useParams } from 'next/navigation'
+
+interface AgentDetail {
+  id: string
+  name: string
+  description: string
+  color: string
+  icon: string
+  status: 'active' | 'inactive' | 'error'
+  version: string
+  soulContent: string
+  createdAt: string | null
+  updatedAt: string | null
+  fileSize: number
+  stats: {
+    sessionsToday: number
+    avgResponseTime: string
+    successRate: string
+  }
+}
+
+interface BackupEntry {
+  filename: string
+  timestamp: number
+  size: number
+}
+
+function StatusBadge({ status }: { status: string }) {
+  const colors = {
+    active: 'bg-green-100 text-green-700',
+    inactive: 'bg-gray-100 text-gray-600',
+    error: 'bg-red-100 text-red-700',
+  }
+  const labels = { active: 'Aktiv', inactive: 'Inaktiv', error: 'Fehler' }
+  return (
+    <span className={`px-2.5 py-1 rounded-full text-xs font-medium ${colors[status as keyof typeof colors] || colors.inactive}`}>
+      {labels[status as keyof typeof labels] || status}
+    </span>
+  )
+}
+
+export default function AgentDetailPage() {
+  const params = useParams()
+  const agentId = params.agentId as string
+
+  const [agent, setAgent] = useState<AgentDetail | null>(null)
+  const [loading, setLoading] = useState(true)
+  const [activeTab, setActiveTab] = useState<'soul' | 'stats' | 'history'>('soul')
+  const [editing, setEditing] = useState(false)
+  const [editContent, setEditContent] = useState('')
+  const [saving, setSaving] = useState(false)
+  const [saveMessage, setSaveMessage] = useState('')
+  const [backups, setBackups] = useState<BackupEntry[]>([])
+
+  const loadAgent = useCallback(async () => {
+    try {
+      const res = await fetch(`/api/sdk/agents/${agentId}`)
+      if (res.ok) {
+        const data = await res.json()
+        setAgent(data)
+        if (!editing) setEditContent(data.soulContent)
+      }
+    } catch (err) {
+      console.error('Failed to load agent:', err)
+    } finally {
+      setLoading(false)
+    }
+  }, [agentId, editing])
+
+  const loadBackups = useCallback(async () => {
+    try {
+      const res = await fetch(`/api/sdk/agents/${agentId}/soul?history=true`)
+      if (res.ok) {
+        const data = await res.json()
+        setBackups(data.backups || [])
+      }
+    } catch (err) {
+      console.error('Failed to load backups:', err)
+    }
+  }, [agentId])
+
+  useEffect(() => {
+    loadAgent()
+  }, [loadAgent])
+
+  useEffect(() => {
+    if (activeTab === 'history') loadBackups()
+  }, [activeTab, loadBackups])
+
+  const handleSave = async () => {
+    setSaving(true)
+    setSaveMessage('')
+    try {
+      const res = await fetch(`/api/sdk/agents/${agentId}/soul`, {
+        method: 'PUT',
+        headers: { 'Content-Type': 'application/json' },
+        body: JSON.stringify({ content: editContent }),
+      })
+      if (res.ok) {
+        setSaveMessage('SOUL-Datei gespeichert')
+        setEditing(false)
+        await loadAgent()
+      } else {
+        const err = await res.json()
+        setSaveMessage(`Fehler: ${err.error}`)
+      }
+    } catch {
+      setSaveMessage('Speichern fehlgeschlagen')
+    } finally {
+      setSaving(false)
+      setTimeout(() => setSaveMessage(''), 3000)
+    }
+  }
+
+  const handleReset = () => {
+    if (agent) {
+      setEditContent(agent.soulContent)
+      setEditing(false)
+    }
+  }
+
+  if (loading) {
+    return (
+      <div className="p-8">
+        <div className="animate-pulse space-y-4">
+          <div className="h-8 bg-gray-200 rounded w-48" />
+          <div className="h-64 bg-gray-200 rounded-xl" />
+        </div>
+      </div>
+    )
+  }
+
+  if (!agent) {
+    return (
+      <div className="p-8">
+        <p className="text-red-600">Agent nicht gefunden.</p>
+        <Link href="/sdk/agents" className="text-purple-600 hover:underline mt-2 inline-block">
+          Zurueck zur Uebersicht
+        </Link>
+      </div>
+    )
+  }
+
+  return (
+    <div className="p-8 max-w-5xl">
+      {/* Header */}
+      <div className="flex items-center gap-4 mb-6">
+        <Link href="/sdk/agents" className="text-gray-400 hover:text-gray-600 transition-colors">
+          <svg className="w-6 h-6" fill="none" stroke="currentColor" viewBox="0 0 24 24">
+            <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M15 19l-7-7 7-7" />
+          </svg>
+        </Link>
+        <div
+          className="w-12 h-12 rounded-xl flex items-center justify-center text-white"
+          style={{ backgroundColor: agent.color }}
+        >
+          {agent.icon === 'shield' ? (
+            <svg className="w-7 h-7" fill="none" stroke="currentColor" viewBox="0 0 24 24">
+              <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={1.5}
+                d="M9 12l2 2 4-4m5.618-4.016A11.955 11.955 0 0112 2.944a11.955 11.955 0 01-8.618 3.04A12.02 12.02 0 003 9c0 5.591 3.824 10.29 9 11.622 5.176-1.332 9-6.03 9-11.622 0-1.042-.133-2.052-.382-3.016z" />
+            </svg>
+          ) : (
+            <svg className="w-7 h-7" fill="none" stroke="currentColor" viewBox="0 0 24 24">
+              <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={1.5}
+                d="M11 5H6a2 2 0 00-2 2v11a2 2 0 002 2h11a2 2 0 002-2v-5m-1.414-9.414a2 2 0 112.828 2.828L11.828 15H9v-2.828l8.586-8.586z" />
+            </svg>
+          )}
+        </div>
+        <div className="flex-1">
+          <div className="flex items-center gap-3">
+            <h1 className="text-2xl font-bold text-gray-900">{agent.name}</h1>
+            <StatusBadge status={agent.status} />
+          </div>
+          <p className="text-sm text-gray-500">{agent.description}</p>
+        </div>
+      </div>
+
+      {/* Stats Bar */}
+      <div className="grid grid-cols-2 md:grid-cols-5 gap-4 mb-6">
+        <div className="bg-white border border-gray-200 rounded-xl px-4 py-3">
+          <div className="text-lg font-semibold text-gray-900">{agent.stats.sessionsToday}</div>
+          <div className="text-xs text-gray-500">Sessions heute</div>
+        </div>
+        <div className="bg-white border border-gray-200 rounded-xl px-4 py-3">
+          <div className="text-lg font-semibold text-gray-900">{agent.stats.avgResponseTime}</div>
+          <div className="text-xs text-gray-500">Avg. Antwortzeit</div>
+        </div>
+        <div className="bg-white border border-gray-200 rounded-xl px-4 py-3">
+          <div className="text-lg font-semibold text-gray-900">{agent.stats.successRate}</div>
+          <div className="text-xs text-gray-500">Erfolgsrate</div>
+        </div>
+        <div className="bg-white border border-gray-200 rounded-xl px-4 py-3">
+          <div className="text-lg font-semibold text-gray-900">v{agent.version}</div>
+          <div className="text-xs text-gray-500">Version</div>
+        </div>
+        <div className="bg-white border border-gray-200 rounded-xl px-4 py-3">
+          <div className="text-lg font-semibold text-gray-900">{agent.fileSize ? `${(agent.fileSize / 1024).toFixed(1)}k` : '—'}</div>
+          <div className="text-xs text-gray-500">SOUL-Groesse</div>
+        </div>
+      </div>
+
+      {/* Tabs */}
+      <div className="flex border-b border-gray-200 mb-6">
+        {[
+          { id: 'soul' as const, label: 'SOUL-File' },
+          { id: 'stats' as const, label: 'Live-Statistiken' },
+          { id: 'history' as const, label: 'Aenderungshistorie' },
+        ].map(tab => (
+          <button
+            key={tab.id}
+            onClick={() => setActiveTab(tab.id)}
+            className={`px-4 py-3 text-sm font-medium border-b-2 transition-colors ${
+              activeTab === tab.id
+                ? 'border-purple-600 text-purple-700'
+                : 'border-transparent text-gray-500 hover:text-gray-700'
+            }`}
+          >
+            {tab.label}
+          </button>
+        ))}
+      </div>
+
+      {/* Tab Content */}
+      {activeTab === 'soul' && (
+        <div>
+          {/* Toolbar */}
+          <div className="flex items-center justify-between mb-3">
+            <div className="text-sm text-gray-500">
+              {agent.updatedAt && `Zuletzt geaendert: ${new Date(agent.updatedAt).toLocaleString('de-DE')}`}
+            </div>
+            <div className="flex items-center gap-2">
+              {saveMessage && (
+                <span className={`text-sm ${saveMessage.startsWith('Fehler') ? 'text-red-600' : 'text-green-600'}`}>
+                  {saveMessage}
+                </span>
+              )}
+              {editing ? (
+                <>
+                  <button
+                    onClick={handleReset}
+                    className="px-3 py-1.5 text-sm text-gray-600 bg-white border border-gray-300 rounded-lg hover:bg-gray-50"
+                  >
+                    Abbrechen
+                  </button>
+                  <button
+                    onClick={handleSave}
+                    disabled={saving}
+                    className="px-3 py-1.5 text-sm text-white bg-purple-600 rounded-lg hover:bg-purple-700 disabled:opacity-50"
+                  >
+                    {saving ? 'Speichern...' : 'Speichern'}
+                  </button>
+                </>
+              ) : (
+                <button
+                  onClick={() => setEditing(true)}
+                  className="px-3 py-1.5 text-sm text-purple-600 bg-purple-50 border border-purple-200 rounded-lg hover:bg-purple-100"
+                >
+                  Bearbeiten
+                </button>
+              )}
+            </div>
+          </div>
+
+          {/* Editor */}
+          <textarea
+            value={editContent}
+            onChange={(e) => setEditContent(e.target.value)}
+            readOnly={!editing}
+            className={`w-full h-[600px] font-mono text-sm p-4 border rounded-xl resize-none focus:outline-none ${
+              editing
+                ? 'border-purple-300 bg-white focus:ring-2 focus:ring-purple-200'
+                : 'border-gray-200 bg-gray-50 cursor-default'
+            }`}
+            spellCheck={false}
+          />
+        </div>
+      )}
+
+      {activeTab === 'stats' && (
+        <div className="bg-white border border-gray-200 rounded-xl p-8 text-center">
+          <svg className="w-16 h-16 text-gray-300 mx-auto mb-4" fill="none" stroke="currentColor" viewBox="0 0 24 24">
+            <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={1.5}
+              d="M9 19v-6a2 2 0 00-2-2H5a2 2 0 00-2 2v6a2 2 0 002 2h2a2 2 0 002-2zm0 0V9a2 2 0 012-2h2a2 2 0 012 2v10m-6 0a2 2 0 002 2h2a2 2 0 002-2m0 0V5a2 2 0 012-2h2a2 2 0 012 2v14a2 2 0 01-2 2h-2a2 2 0 01-2-2z" />
+          </svg>
+          <h3 className="text-lg font-medium text-gray-900 mb-2">Live-Statistiken</h3>
+          <p className="text-gray-500">
+            Detaillierte Echtzeit-Statistiken werden in einer zukuenftigen Version implementiert.
+          </p>
+        </div>
+      )}
+
+      {activeTab === 'history' && (
+        <div>
+          {backups.length === 0 ? (
+            <div className="bg-white border border-gray-200 rounded-xl p-8 text-center">
+              <svg className="w-16 h-16 text-gray-300 mx-auto mb-4" fill="none" stroke="currentColor" viewBox="0 0 24 24">
+                <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={1.5}
+                  d="M12 8v4l3 3m6-3a9 9 0 11-18 0 9 9 0 0118 0z" />
+              </svg>
+              <h3 className="text-lg font-medium text-gray-900 mb-2">Keine Backups vorhanden</h3>
+              <p className="text-gray-500">
+                Backups werden automatisch beim Speichern von SOUL-Dateien erstellt.
+              </p>
+            </div>
+          ) : (
+            <div className="space-y-3">
+              {backups.map((backup) => (
+                <div key={backup.filename} className="bg-white border border-gray-200 rounded-xl px-5 py-4 flex items-center justify-between">
+                  <div>
+                    <div className="font-medium text-sm text-gray-900">
+                      {new Date(backup.timestamp).toLocaleString('de-DE')}
+                    </div>
+                    <div className="text-xs text-gray-500 mt-0.5">
+                      {(backup.size / 1024).toFixed(1)} KB — {backup.filename}
+                    </div>
+                  </div>
+                  <div className="flex items-center gap-2">
+                    <div className="w-3 h-3 rounded-full bg-purple-200" />
+                    <span className="text-xs text-gray-400">Backup</span>
+                  </div>
+                </div>
+              ))}
+            </div>
+          )}
+        </div>
+      )}
+    </div>
+  )
+}

admin-compliance/app/sdk/agents/architecture/page.tsx

@@ -0,0 +1,221 @@
+'use client'
+
+import React from 'react'
+import Link from 'next/link'
+
+export default function AgentArchitecturePage() {
+  return (
+    <div className="p-8 max-w-5xl">
+      {/* Header */}
+      <div className="flex items-center gap-4 mb-8">
+        <Link href="/sdk/agents" className="text-gray-400 hover:text-gray-600 transition-colors">
+          <svg className="w-6 h-6" fill="none" stroke="currentColor" viewBox="0 0 24 24">
+            <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M15 19l-7-7 7-7" />
+          </svg>
+        </Link>
+        <div>
+          <h1 className="text-2xl font-bold text-gray-900">Agent-Architektur</h1>
+          <p className="text-gray-500 mt-1">2-Agenten-System mit RAG, SOUL-Files und LLM-Backend</p>
+        </div>
+      </div>
+
+      {/* Architecture Overview */}
+      <section className="mb-10">
+        <h2 className="text-lg font-semibold text-gray-900 mb-4">System-Uebersicht</h2>
+        <div className="bg-gray-900 text-green-400 font-mono text-sm rounded-xl p-6 overflow-x-auto">
+          <pre>{`
+  +---------------------+       +---------------------+
+  |  Compliance Advisor |       |   Drafting Agent     |
+  |  (RAG-Chat)         |       |   (4-Modi)           |
+  |  - DSGVO            |       |   - Explain          |
+  |  - AI Act           |       |   - Ask              |
+  |  - 6 Sammlungen     |       |   - Draft            |
+  +--------+------------+       |   - Validate         |
+           |                    +--------+------------+
+           |                             |
+           +----------+  +--------------+
+                      |  |
+                      v  v
+             +--------+--+--------+
+             |   SOUL-File System  |
+             |  agent-core/soul/   |
+             |  - .soul.md Dateien |
+             |  - .backups/        |
+             |  - 30s TTL Cache    |
+             +--------+-----------+
+                      |
+                      v
+             +--------+-----------+
+             |  RAG-Service :8097  |
+             |  6 Sammlungen:      |
+             |  - gesetze          |
+             |  - ce               |
+             |  - datenschutz      |
+             |  - dsfa_corpus      |
+             |  - recht            |
+             |  - legal_templates  |
+             +--------+-----------+
+                      |
+                      v
+             +--------+-----------+
+             |  Ollama LLM         |
+             |  qwen2.5vl:32b      |
+             |  Temp: 0.2-0.3      |
+             +--------------------+
+          `.trim()}</pre>
+        </div>
+      </section>
+
+      {/* Agent Cards */}
+      <section className="mb-10">
+        <h2 className="text-lg font-semibold text-gray-900 mb-4">Agenten im Detail</h2>
+        <div className="grid grid-cols-1 md:grid-cols-2 gap-6">
+          {/* Compliance Advisor */}
+          <div className="bg-white border border-gray-200 rounded-2xl p-6">
+            <div className="flex items-center gap-3 mb-4">
+              <div className="w-10 h-10 rounded-xl bg-purple-600 flex items-center justify-center text-white">
+                <svg className="w-6 h-6" fill="none" stroke="currentColor" viewBox="0 0 24 24">
+                  <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={1.5}
+                    d="M9 12l2 2 4-4m5.618-4.016A11.955 11.955 0 0112 2.944a11.955 11.955 0 01-8.618 3.04A12.02 12.02 0 003 9c0 5.591 3.824 10.29 9 11.622 5.176-1.332 9-6.03 9-11.622 0-1.042-.133-2.052-.382-3.016z" />
+                </svg>
+              </div>
+              <h3 className="font-semibold text-gray-900">Compliance Advisor</h3>
+            </div>
+            <ul className="space-y-2 text-sm text-gray-600">
+              <li className="flex items-start gap-2">
+                <span className="text-purple-600 mt-0.5">&#8226;</span>
+                Multi-Collection RAG (6 Sammlungen parallel)
+              </li>
+              <li className="flex items-start gap-2">
+                <span className="text-purple-600 mt-0.5">&#8226;</span>
+                Laender-Filter: DE, AT, CH, EU
+              </li>
+              <li className="flex items-start gap-2">
+                <span className="text-purple-600 mt-0.5">&#8226;</span>
+                Streaming-Antworten (Ollama)
+              </li>
+              <li className="flex items-start gap-2">
+                <span className="text-purple-600 mt-0.5">&#8226;</span>
+                Quellenschutz: Keine Collection-Namen preisgeben
+              </li>
+              <li className="flex items-start gap-2">
+                <span className="text-purple-600 mt-0.5">&#8226;</span>
+                IFRS-Besonderheit: Nur EU-endorsed Standards
+              </li>
+            </ul>
+            <div className="mt-4 pt-3 border-t border-gray-100">
+              <code className="text-xs text-gray-500">API: POST /api/sdk/compliance-advisor/chat</code>
+            </div>
+          </div>
+
+          {/* Drafting Agent */}
+          <div className="bg-white border border-gray-200 rounded-2xl p-6">
+            <div className="flex items-center gap-3 mb-4">
+              <div className="w-10 h-10 rounded-xl bg-blue-600 flex items-center justify-center text-white">
+                <svg className="w-6 h-6" fill="none" stroke="currentColor" viewBox="0 0 24 24">
+                  <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={1.5}
+                    d="M11 5H6a2 2 0 00-2 2v11a2 2 0 002 2h11a2 2 0 002-2v-5m-1.414-9.414a2 2 0 112.828 2.828L11.828 15H9v-2.828l8.586-8.586z" />
+                </svg>
+              </div>
+              <h3 className="font-semibold text-gray-900">Drafting Agent</h3>
+            </div>
+            <ul className="space-y-2 text-sm text-gray-600">
+              <li className="flex items-start gap-2">
+                <span className="text-blue-600 mt-0.5">&#8226;</span>
+                <strong>Explain</strong>: Fragen verstaendlich beantworten
+              </li>
+              <li className="flex items-start gap-2">
+                <span className="text-blue-600 mt-0.5">&#8226;</span>
+                <strong>Ask</strong>: Luecken analysieren, gezielte Fragen
+              </li>
+              <li className="flex items-start gap-2">
+                <span className="text-blue-600 mt-0.5">&#8226;</span>
+                <strong>Draft</strong>: Dokument-Sections entwerfen (JSON)
+              </li>
+              <li className="flex items-start gap-2">
+                <span className="text-blue-600 mt-0.5">&#8226;</span>
+                <strong>Validate</strong>: Cross-Dokument-Konsistenz pruefen
+              </li>
+              <li className="flex items-start gap-2">
+                <span className="text-blue-600 mt-0.5">&#8226;</span>
+                SDK-State-Projection fuer token-effizienten Kontext
+              </li>
+            </ul>
+            <div className="mt-4 pt-3 border-t border-gray-100">
+              <code className="text-xs text-gray-500">API: POST /api/sdk/drafting-engine/chat</code>
+            </div>
+          </div>
+        </div>
+      </section>
+
+      {/* SOUL System */}
+      <section className="mb-10">
+        <h2 className="text-lg font-semibold text-gray-900 mb-4">SOUL-File System</h2>
+        <div className="bg-white border border-gray-200 rounded-2xl p-6">
+          <p className="text-sm text-gray-600 mb-4">
+            Jeder Agent hat eine <code className="bg-gray-100 px-1.5 py-0.5 rounded text-purple-700">.soul.md</code> Datei,
+            die seinen System-Prompt definiert. Diese Datei kann ueber die Agent-Detail-Seite live bearbeitet werden.
+            Aenderungen werden nach 30 Sekunden (TTL-Cache) wirksam.
+          </p>
+          <div className="bg-gray-50 rounded-xl p-4 font-mono text-sm text-gray-700">
+            <div>agent-core/</div>
+            <div className="ml-4">soul/</div>
+            <div className="ml-8 text-purple-700">compliance-advisor.soul.md</div>
+            <div className="ml-8 text-blue-700">drafting-agent.soul.md</div>
+            <div className="ml-8 text-gray-400">.backups/</div>
+            <div className="ml-12 text-gray-400">compliance-advisor-1709567890123.soul.md</div>
+            <div className="ml-12 text-gray-400">...</div>
+          </div>
+        </div>
+      </section>
+
+      {/* RAG Collections */}
+      <section className="mb-10">
+        <h2 className="text-lg font-semibold text-gray-900 mb-4">RAG-Sammlungen</h2>
+        <div className="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-3 gap-4">
+          {[
+            { name: 'bp_compliance_gesetze', desc: 'DSGVO, BDSG, AI Act, TTDSG, nationale Gesetze', icon: '&#9878;' },
+            { name: 'bp_compliance_ce', desc: 'EU Maschinenverordnung, Blue Guide, CE-Kennzeichnung', icon: '&#9881;' },
+            { name: 'bp_compliance_datenschutz', desc: 'DSK-Kurzpapiere, SDM, EDPB Guidelines', icon: '&#128274;' },
+            { name: 'bp_dsfa_corpus', desc: 'DSFA-Listen, Muss-Listen der Aufsichtsbehoerden', icon: '&#128203;' },
+            { name: 'bp_compliance_recht', desc: 'WP248, EU-Verordnungen (DORA, MiCA, etc.)', icon: '&#9878;' },
+            { name: 'bp_legal_templates', desc: 'Vorlagen fuer Datenschutz-Dokumente', icon: '&#128196;' },
+          ].map(col => (
+            <div key={col.name} className="bg-white border border-gray-200 rounded-xl p-4">
+              <div className="flex items-center gap-2 mb-2">
+                <span dangerouslySetInnerHTML={{ __html: col.icon }} />
+                <code className="text-xs font-medium text-gray-700">{col.name}</code>
+              </div>
+              <p className="text-xs text-gray-500">{col.desc}</p>
+            </div>
+          ))}
+        </div>
+      </section>
+
+      {/* LLM Config */}
+      <section>
+        <h2 className="text-lg font-semibold text-gray-900 mb-4">LLM-Konfiguration</h2>
+        <div className="bg-white border border-gray-200 rounded-2xl p-6">
+          <div className="grid grid-cols-2 md:grid-cols-4 gap-4">
+            <div>
+              <div className="text-xs text-gray-500 mb-1">Modell</div>
+              <div className="font-medium text-gray-900">qwen2.5vl:32b</div>
+            </div>
+            <div>
+              <div className="text-xs text-gray-500 mb-1">Backend</div>
+              <div className="font-medium text-gray-900">Ollama</div>
+            </div>
+            <div>
+              <div className="text-xs text-gray-500 mb-1">Temperatur</div>
+              <div className="font-medium text-gray-900">0.2 - 0.3</div>
+            </div>
+            <div>
+              <div className="text-xs text-gray-500 mb-1">Max Tokens</div>
+              <div className="font-medium text-gray-900">8.192 - 16.384</div>
+            </div>
+          </div>
+        </div>
+      </section>
+    </div>
+  )
+}

admin-compliance/app/sdk/agents/page.tsx

@@ -0,0 +1,224 @@
+'use client'
+
+import React, { useEffect, useState, useCallback } from 'react'
+import Link from 'next/link'
+
+interface AgentData {
+  id: string
+  name: string
+  description: string
+  color: string
+  icon: string
+  status: 'active' | 'inactive' | 'error'
+  version: string
+  stats: {
+    sessionsToday: number
+    avgResponseTime: string
+    successRate: string
+  }
+}
+
+interface AgentsResponse {
+  agents: AgentData[]
+  stats: {
+    total: number
+    active: number
+    inactive: number
+    error: number
+    totalSessions: number
+    avgResponseTime: string
+  }
+  timestamp: string
+}
+
+const ShieldIcon = () => (
+  <svg className="w-8 h-8" fill="none" stroke="currentColor" viewBox="0 0 24 24">
+    <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={1.5}
+      d="M9 12l2 2 4-4m5.618-4.016A11.955 11.955 0 0112 2.944a11.955 11.955 0 01-8.618 3.04A12.02 12.02 0 003 9c0 5.591 3.824 10.29 9 11.622 5.176-1.332 9-6.03 9-11.622 0-1.042-.133-2.052-.382-3.016z" />
+  </svg>
+)
+
+const PencilIcon = () => (
+  <svg className="w-8 h-8" fill="none" stroke="currentColor" viewBox="0 0 24 24">
+    <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={1.5}
+      d="M11 5H6a2 2 0 00-2 2v11a2 2 0 002 2h11a2 2 0 002-2v-5m-1.414-9.414a2 2 0 112.828 2.828L11.828 15H9v-2.828l8.586-8.586z" />
+  </svg>
+)
+
+function getAgentIcon(icon: string) {
+  switch (icon) {
+    case 'shield': return <ShieldIcon />
+    case 'pencil': return <PencilIcon />
+    default: return <ShieldIcon />
+  }
+}
+
+function StatusBadge({ status }: { status: string }) {
+  const colors = {
+    active: 'bg-green-100 text-green-700',
+    inactive: 'bg-gray-100 text-gray-600',
+    error: 'bg-red-100 text-red-700',
+  }
+  const labels = { active: 'Aktiv', inactive: 'Inaktiv', error: 'Fehler' }
+  return (
+    <span className={`px-2 py-0.5 rounded-full text-xs font-medium ${colors[status as keyof typeof colors] || colors.inactive}`}>
+      {labels[status as keyof typeof labels] || status}
+    </span>
+  )
+}
+
+export default function AgentsDashboardPage() {
+  const [data, setData] = useState<AgentsResponse | null>(null)
+  const [loading, setLoading] = useState(true)
+
+  const loadAgents = useCallback(async () => {
+    try {
+      const res = await fetch('/api/sdk/agents')
+      if (res.ok) {
+        setData(await res.json())
+      }
+    } catch (err) {
+      console.error('Failed to load agents:', err)
+    } finally {
+      setLoading(false)
+    }
+  }, [])
+
+  useEffect(() => {
+    loadAgents()
+    const interval = setInterval(loadAgents, 30_000)
+    return () => clearInterval(interval)
+  }, [loadAgents])
+
+  if (loading) {
+    return (
+      <div className="p-8">
+        <div className="animate-pulse space-y-4">
+          <div className="h-8 bg-gray-200 rounded w-64" />
+          <div className="grid grid-cols-3 gap-4">
+            {[1, 2, 3].map(i => <div key={i} className="h-24 bg-gray-200 rounded-xl" />)}
+          </div>
+        </div>
+      </div>
+    )
+  }
+
+  const stats = data?.stats
+  const agents = data?.agents || []
+
+  return (
+    <div className="p-8 max-w-6xl">
+      {/* Header */}
+      <div className="mb-8">
+        <h1 className="text-2xl font-bold text-gray-900">Compliance-Agenten</h1>
+        <p className="text-gray-500 mt-1">
+          Verwaltung und Konfiguration der KI-Agenten im Compliance SDK
+        </p>
+      </div>
+
+      {/* Quick Links */}
+      <div className="grid grid-cols-2 md:grid-cols-4 gap-3 mb-8">
+        <Link href="/sdk/agents/architecture" className="flex items-center gap-2 px-4 py-3 bg-white border border-gray-200 rounded-xl hover:border-purple-300 hover:bg-purple-50 transition-colors text-sm">
+          <svg className="w-5 h-5 text-purple-600" fill="none" stroke="currentColor" viewBox="0 0 24 24">
+            <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M5 12h14M5 12a2 2 0 01-2-2V6a2 2 0 012-2h14a2 2 0 012 2v4a2 2 0 01-2 2M5 12a2 2 0 00-2 2v4a2 2 0 002 2h14a2 2 0 002-2v-4a2 2 0 00-2-2" />
+          </svg>
+          Architektur
+        </Link>
+        <Link href="/sdk/agents/sessions" className="flex items-center gap-2 px-4 py-3 bg-white border border-gray-200 rounded-xl hover:border-purple-300 hover:bg-purple-50 transition-colors text-sm">
+          <svg className="w-5 h-5 text-purple-600" fill="none" stroke="currentColor" viewBox="0 0 24 24">
+            <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M8 12h.01M12 12h.01M16 12h.01M21 12c0 4.418-4.03 8-9 8a9.863 9.863 0 01-4.255-.949L3 20l1.395-3.72C3.512 15.042 3 13.574 3 12c0-4.418 4.03-8 9-8s9 3.582 9 8z" />
+          </svg>
+          Sessions
+        </Link>
+        <Link href="/sdk/agents/statistics" className="flex items-center gap-2 px-4 py-3 bg-white border border-gray-200 rounded-xl hover:border-purple-300 hover:bg-purple-50 transition-colors text-sm">
+          <svg className="w-5 h-5 text-purple-600" fill="none" stroke="currentColor" viewBox="0 0 24 24">
+            <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M9 19v-6a2 2 0 00-2-2H5a2 2 0 00-2 2v6a2 2 0 002 2h2a2 2 0 002-2zm0 0V9a2 2 0 012-2h2a2 2 0 012 2v10m-6 0a2 2 0 002 2h2a2 2 0 002-2m0 0V5a2 2 0 012-2h2a2 2 0 012 2v14a2 2 0 01-2 2h-2a2 2 0 01-2-2z" />
+          </svg>
+          Statistiken
+        </Link>
+        <Link href="/sdk/document-generator" className="flex items-center gap-2 px-4 py-3 bg-white border border-gray-200 rounded-xl hover:border-purple-300 hover:bg-purple-50 transition-colors text-sm">
+          <svg className="w-5 h-5 text-purple-600" fill="none" stroke="currentColor" viewBox="0 0 24 24">
+            <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M9 12h6m-6 4h6m2 5H7a2 2 0 01-2-2V5a2 2 0 012-2h5.586a1 1 0 01.707.293l5.414 5.414a1 1 0 01.293.707V19a2 2 0 01-2 2z" />
+          </svg>
+          Dokument-Generator
+        </Link>
+      </div>
+
+      {/* Stats Bar */}
+      <div className="grid grid-cols-2 md:grid-cols-3 lg:grid-cols-6 gap-4 mb-8">
+        <div className="bg-white border border-gray-200 rounded-xl px-4 py-3">
+          <div className="text-2xl font-bold text-gray-900">{stats?.total || 0}</div>
+          <div className="text-xs text-gray-500">Agenten gesamt</div>
+        </div>
+        <div className="bg-white border border-gray-200 rounded-xl px-4 py-3">
+          <div className="text-2xl font-bold text-green-600">{stats?.active || 0}</div>
+          <div className="text-xs text-gray-500">Aktiv</div>
+        </div>
+        <div className="bg-white border border-gray-200 rounded-xl px-4 py-3">
+          <div className="text-2xl font-bold text-red-600">{stats?.error || 0}</div>
+          <div className="text-xs text-gray-500">Fehler</div>
+        </div>
+        <div className="bg-white border border-gray-200 rounded-xl px-4 py-3">
+          <div className="text-2xl font-bold text-gray-900">{stats?.totalSessions || 0}</div>
+          <div className="text-xs text-gray-500">Sessions heute</div>
+        </div>
+        <div className="bg-white border border-gray-200 rounded-xl px-4 py-3">
+          <div className="text-2xl font-bold text-gray-900">{stats?.avgResponseTime || '—'}</div>
+          <div className="text-xs text-gray-500">Avg. Antwortzeit</div>
+        </div>
+        <div className="bg-white border border-gray-200 rounded-xl px-4 py-3">
+          <div className="text-2xl font-bold text-gray-900">6</div>
+          <div className="text-xs text-gray-500">RAG-Sammlungen</div>
+        </div>
+      </div>
+
+      {/* Agent Grid */}
+      <div className="grid grid-cols-1 md:grid-cols-2 gap-6">
+        {agents.map((agent) => (
+          <Link
+            key={agent.id}
+            href={`/sdk/agents/${agent.id}`}
+            className="bg-white border border-gray-200 rounded-2xl p-6 hover:border-purple-300 hover:shadow-lg transition-all group"
+          >
+            <div className="flex items-start justify-between mb-4">
+              <div className="flex items-center gap-3">
+                <div
+                  className="w-12 h-12 rounded-xl flex items-center justify-center text-white"
+                  style={{ backgroundColor: agent.color }}
+                >
+                  {getAgentIcon(agent.icon)}
+                </div>
+                <div>
+                  <h2 className="font-semibold text-gray-900 group-hover:text-purple-700 transition-colors">
+                    {agent.name}
+                  </h2>
+                  <div className="text-xs text-gray-400">v{agent.version}</div>
+                </div>
+              </div>
+              <StatusBadge status={agent.status} />
+            </div>
+
+            <p className="text-sm text-gray-600 mb-4 line-clamp-2">
+              {agent.description}
+            </p>
+
+            <div className="grid grid-cols-3 gap-3 pt-3 border-t border-gray-100">
+              <div>
+                <div className="text-lg font-semibold text-gray-900">{agent.stats.sessionsToday}</div>
+                <div className="text-xs text-gray-500">Sessions</div>
+              </div>
+              <div>
+                <div className="text-lg font-semibold text-gray-900">{agent.stats.avgResponseTime}</div>
+                <div className="text-xs text-gray-500">Avg. Zeit</div>
+              </div>
+              <div>
+                <div className="text-lg font-semibold text-gray-900">{agent.stats.successRate}</div>
+                <div className="text-xs text-gray-500">Erfolgsrate</div>
+              </div>
+            </div>
+          </Link>
+        ))}
+      </div>
+    </div>
+  )
+}

admin-compliance/app/sdk/agents/sessions/page.tsx

@@ -0,0 +1,34 @@
+'use client'
+
+import React from 'react'
+import Link from 'next/link'
+
+export default function AgentSessionsPage() {
+  return (
+    <div className="p-8 max-w-5xl">
+      <div className="flex items-center gap-4 mb-8">
+        <Link href="/sdk/agents" className="text-gray-400 hover:text-gray-600 transition-colors">
+          <svg className="w-6 h-6" fill="none" stroke="currentColor" viewBox="0 0 24 24">
+            <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M15 19l-7-7 7-7" />
+          </svg>
+        </Link>
+        <div>
+          <h1 className="text-2xl font-bold text-gray-900">Agent-Sessions</h1>
+          <p className="text-gray-500 mt-1">Chat-Verlaeufe und Session-Management</p>
+        </div>
+      </div>
+
+      <div className="bg-white border border-gray-200 rounded-xl p-12 text-center">
+        <svg className="w-20 h-20 text-gray-300 mx-auto mb-4" fill="none" stroke="currentColor" viewBox="0 0 24 24">
+          <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={1.5}
+            d="M8 12h.01M12 12h.01M16 12h.01M21 12c0 4.418-4.03 8-9 8a9.863 9.863 0 01-4.255-.949L3 20l1.395-3.72C3.512 15.042 3 13.574 3 12c0-4.418 4.03-8 9-8s9 3.582 9 8z" />
+        </svg>
+        <h2 className="text-xl font-medium text-gray-900 mb-2">Sessions-Tracking</h2>
+        <p className="text-gray-500 max-w-md mx-auto">
+          Das Session-Tracking fuer Compliance-Agenten wird in einer zukuenftigen Version implementiert.
+          Hier werden Chat-Verlaeufe, Antwortqualitaet und Nutzer-Feedback angezeigt.
+        </p>
+      </div>
+    </div>
+  )
+}

admin-compliance/app/sdk/agents/statistics/page.tsx

@@ -0,0 +1,34 @@
+'use client'
+
+import React from 'react'
+import Link from 'next/link'
+
+export default function AgentStatisticsPage() {
+  return (
+    <div className="p-8 max-w-5xl">
+      <div className="flex items-center gap-4 mb-8">
+        <Link href="/sdk/agents" className="text-gray-400 hover:text-gray-600 transition-colors">
+          <svg className="w-6 h-6" fill="none" stroke="currentColor" viewBox="0 0 24 24">
+            <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M15 19l-7-7 7-7" />
+          </svg>
+        </Link>
+        <div>
+          <h1 className="text-2xl font-bold text-gray-900">Agent-Statistiken</h1>
+          <p className="text-gray-500 mt-1">Performance-Metriken und Nutzungsanalysen</p>
+        </div>
+      </div>
+
+      <div className="bg-white border border-gray-200 rounded-xl p-12 text-center">
+        <svg className="w-20 h-20 text-gray-300 mx-auto mb-4" fill="none" stroke="currentColor" viewBox="0 0 24 24">
+          <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={1.5}
+            d="M9 19v-6a2 2 0 00-2-2H5a2 2 0 00-2 2v6a2 2 0 002 2h2a2 2 0 002-2zm0 0V9a2 2 0 012-2h2a2 2 0 012 2v10m-6 0a2 2 0 002 2h2a2 2 0 002-2m0 0V5a2 2 0 012-2h2a2 2 0 012 2v14a2 2 0 01-2 2h-2a2 2 0 01-2-2z" />
+        </svg>
+        <h2 className="text-xl font-medium text-gray-900 mb-2">Agent-Statistiken</h2>
+        <p className="text-gray-500 max-w-md mx-auto">
+          Detaillierte Statistiken wie Antwortzeiten, Erfolgsraten, haeufigste Themen und
+          RAG-Trefferquoten werden in einer zukuenftigen Version implementiert.
+        </p>
+      </div>
+    </div>
+  )
+}

admin-compliance/app/sdk/ai-act/page.tsx

@@ -3,6 +3,7 @@
 import React, { useState, useEffect } from 'react'
 import { useSDK } from '@/lib/sdk'
 import { StepHeader, STEP_EXPLANATIONS } from '@/components/sdk/StepHeader'
+import DecisionTreeWizard from '@/components/sdk/ai-act/DecisionTreeWizard'
 
 // =============================================================================
 // TYPES
@@ -21,6 +22,8 @@ interface AISystem {
   assessmentResult: Record<string, unknown> | null
 }
 
+type TabId = 'overview' | 'decision-tree' | 'results'
+
 // =============================================================================
 // LOADING SKELETON
 // =============================================================================
@@ -306,12 +309,178 @@ function AISystemCard({
   )
 }
 
+// =============================================================================
+// SAVED RESULTS TAB
+// =============================================================================
+
+interface SavedResult {
+  id: string
+  system_name: string
+  system_description?: string
+  high_risk_result: string
+  gpai_result: { gpai_category: string; is_systemic_risk: boolean }
+  combined_obligations: string[]
+  created_at: string
+}
+
+function SavedResultsTab() {
+  const [results, setResults] = useState<SavedResult[]>([])
+  const [loading, setLoading] = useState(true)
+
+  useEffect(() => {
+    const load = async () => {
+      try {
+        const res = await fetch('/api/sdk/v1/ucca/decision-tree/results')
+        if (res.ok) {
+          const data = await res.json()
+          setResults(data.results || [])
+        }
+      } catch {
+        // Ignore
+      } finally {
+        setLoading(false)
+      }
+    }
+    load()
+  }, [])
+
+  const handleDelete = async (id: string) => {
+    if (!confirm('Ergebnis wirklich löschen?')) return
+    try {
+      const res = await fetch(`/api/sdk/v1/ucca/decision-tree/results/${id}`, { method: 'DELETE' })
+      if (res.ok) {
+        setResults(prev => prev.filter(r => r.id !== id))
+      }
+    } catch {
+      // Ignore
+    }
+  }
+
+  const riskLabels: Record<string, string> = {
+    unacceptable: 'Unzulässig',
+    high_risk: 'Hochrisiko',
+    limited_risk: 'Begrenztes Risiko',
+    minimal_risk: 'Minimales Risiko',
+    not_applicable: 'Nicht anwendbar',
+  }
+
+  const riskColors: Record<string, string> = {
+    unacceptable: 'bg-red-100 text-red-700',
+    high_risk: 'bg-orange-100 text-orange-700',
+    limited_risk: 'bg-yellow-100 text-yellow-700',
+    minimal_risk: 'bg-green-100 text-green-700',
+    not_applicable: 'bg-gray-100 text-gray-500',
+  }
+
+  const gpaiLabels: Record<string, string> = {
+    none: 'Kein GPAI',
+    standard: 'GPAI Standard',
+    systemic: 'GPAI Systemisch',
+  }
+
+  const gpaiColors: Record<string, string> = {
+    none: 'bg-gray-100 text-gray-500',
+    standard: 'bg-blue-100 text-blue-700',
+    systemic: 'bg-purple-100 text-purple-700',
+  }
+
+  if (loading) {
+    return <LoadingSkeleton />
+  }
+
+  if (results.length === 0) {
+    return (
+      <div className="bg-white rounded-xl border border-gray-200 p-12 text-center">
+        <div className="w-16 h-16 mx-auto bg-purple-100 rounded-full flex items-center justify-center mb-4">
+          <svg className="w-8 h-8 text-purple-600" fill="none" stroke="currentColor" viewBox="0 0 24 24">
+            <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M9 5H7a2 2 0 00-2 2v12a2 2 0 002 2h10a2 2 0 002-2V7a2 2 0 00-2-2h-2M9 5a2 2 0 002 2h2a2 2 0 002-2M9 5a2 2 0 012-2h2a2 2 0 012 2" />
+          </svg>
+        </div>
+        <h3 className="text-lg font-semibold text-gray-900">Keine Ergebnisse vorhanden</h3>
+        <p className="mt-2 text-gray-500">Nutzen Sie den Entscheidungsbaum, um KI-Systeme zu klassifizieren.</p>
+      </div>
+    )
+  }
+
+  return (
+    <div className="space-y-4">
+      {results.map(r => (
+        <div key={r.id} className="bg-white rounded-xl border border-gray-200 p-5">
+          <div className="flex items-start justify-between">
+            <div>
+              <h4 className="font-semibold text-gray-900">{r.system_name}</h4>
+              {r.system_description && (
+                <p className="text-sm text-gray-500 mt-0.5">{r.system_description}</p>
+              )}
+              <div className="flex items-center gap-2 mt-2">
+                <span className={`px-2 py-1 text-xs rounded-full ${riskColors[r.high_risk_result] || 'bg-gray-100 text-gray-500'}`}>
+                  {riskLabels[r.high_risk_result] || r.high_risk_result}
+                </span>
+                <span className={`px-2 py-1 text-xs rounded-full ${gpaiColors[r.gpai_result?.gpai_category] || 'bg-gray-100 text-gray-500'}`}>
+                  {gpaiLabels[r.gpai_result?.gpai_category] || 'Kein GPAI'}
+                </span>
+                {r.gpai_result?.is_systemic_risk && (
+                  <span className="px-2 py-1 text-xs rounded-full bg-red-100 text-red-700">Systemisch</span>
+                )}
+              </div>
+              <div className="text-xs text-gray-400 mt-2">
+                {r.combined_obligations?.length || 0} Pflichten &middot; {new Date(r.created_at).toLocaleDateString('de-DE')}
+              </div>
+            </div>
+            <button
+              onClick={() => handleDelete(r.id)}
+              className="px-3 py-1 text-xs text-red-600 hover:bg-red-50 rounded transition-colors"
+            >
+              Löschen
+            </button>
+          </div>
+        </div>
+      ))}
+    </div>
+  )
+}
+
+// =============================================================================
+// TABS
+// =============================================================================
+
+const TABS: { id: TabId; label: string; icon: React.ReactNode }[] = [
+  {
+    id: 'overview',
+    label: 'Übersicht',
+    icon: (
+      <svg className="w-4 h-4" fill="none" viewBox="0 0 24 24" stroke="currentColor" strokeWidth={2}>
+        <path strokeLinecap="round" strokeLinejoin="round" d="M3.75 6A2.25 2.25 0 016 3.75h2.25A2.25 2.25 0 0110.5 6v2.25a2.25 2.25 0 01-2.25 2.25H6a2.25 2.25 0 01-2.25-2.25V6zM3.75 15.75A2.25 2.25 0 016 13.5h2.25a2.25 2.25 0 012.25 2.25V18a2.25 2.25 0 01-2.25 2.25H6A2.25 2.25 0 013.75 18v-2.25zM13.5 6a2.25 2.25 0 012.25-2.25H18A2.25 2.25 0 0120.25 6v2.25A2.25 2.25 0 0118 10.5h-2.25a2.25 2.25 0 01-2.25-2.25V6zM13.5 15.75a2.25 2.25 0 012.25-2.25H18a2.25 2.25 0 012.25 2.25V18A2.25 2.25 0 0118 20.25h-2.25A2.25 2.25 0 0113.5 18v-2.25z" />
+      </svg>
+    ),
+  },
+  {
+    id: 'decision-tree',
+    label: 'Entscheidungsbaum',
+    icon: (
+      <svg className="w-4 h-4" fill="none" viewBox="0 0 24 24" stroke="currentColor" strokeWidth={2}>
+        <path strokeLinecap="round" strokeLinejoin="round" d="M3.75 12h16.5m-16.5 3.75h16.5M3.75 19.5h16.5M5.625 4.5h12.75a1.875 1.875 0 010 3.75H5.625a1.875 1.875 0 010-3.75z" />
+      </svg>
+    ),
+  },
+  {
+    id: 'results',
+    label: 'Ergebnisse',
+    icon: (
+      <svg className="w-4 h-4" fill="none" viewBox="0 0 24 24" stroke="currentColor" strokeWidth={2}>
+        <path strokeLinecap="round" strokeLinejoin="round" d="M9 12h3.75M9 15h3.75M9 18h3.75m3 .75H18a2.25 2.25 0 002.25-2.25V6.108c0-1.135-.845-2.098-1.976-2.192a48.424 48.424 0 00-1.123-.08m-5.801 0c-.065.21-.1.433-.1.664 0 .414.336.75.75.75h4.5a.75.75 0 00.75-.75 2.25 2.25 0 00-.1-.664m-5.8 0A2.251 2.251 0 0113.5 2.25H15c1.012 0 1.867.668 2.15 1.586m-5.8 0c-.376.023-.75.05-1.124.08C9.095 4.01 8.25 4.973 8.25 6.108V8.25m0 0H4.875c-.621 0-1.125.504-1.125 1.125v11.25c0 .621.504 1.125 1.125 1.125h9.75c.621 0 1.125-.504 1.125-1.125V9.375c0-.621-.504-1.125-1.125-1.125H8.25z" />
+      </svg>
+    ),
+  },
+]
+
 // =============================================================================
 // MAIN PAGE
 // =============================================================================
 
 export default function AIActPage() {
   const { state } = useSDK()
+  const [activeTab, setActiveTab] = useState<TabId>('overview')
   const [systems, setSystems] = useState<AISystem[]>([])
   const [filter, setFilter] = useState<string>('all')
   const [showAddForm, setShowAddForm] = useState(false)
@@ -354,7 +523,6 @@ export default function AIActPage() {
   const handleAddSystem = async (data: Omit<AISystem, 'id' | 'assessmentDate' | 'assessmentResult'>) => {
     setError(null)
     if (editingSystem) {
-      // Edit existing system via PUT
       try {
         const res = await fetch(`/api/sdk/v1/compliance/ai/systems/${editingSystem.id}`, {
           method: 'PUT',
@@ -380,14 +548,12 @@ export default function AIActPage() {
           setError('Speichern fehlgeschlagen')
         }
       } catch {
-        // Fallback: update locally
         setSystems(prev => prev.map(s =>
           s.id === editingSystem.id ? { ...s, ...data } : s
         ))
       }
       setEditingSystem(null)
     } else {
-      // Create new system via POST
       try {
         const res = await fetch('/api/sdk/v1/compliance/ai/systems', {
           method: 'POST',
@@ -415,7 +581,6 @@ export default function AIActPage() {
           setError('Registrierung fehlgeschlagen')
         }
       } catch {
-        // Fallback: add locally
         const newSystem: AISystem = {
           ...data,
           id: `ai-${Date.now()}`,
@@ -503,17 +668,37 @@ export default function AIActPage() {
         explanation={stepInfo.explanation}
         tips={stepInfo.tips}
       >
-        <button
-          onClick={() => setShowAddForm(true)}
-          className="flex items-center gap-2 px-4 py-2 bg-purple-600 text-white rounded-lg hover:bg-purple-700 transition-colors"
-        >
-          <svg className="w-5 h-5" fill="none" stroke="currentColor" viewBox="0 0 24 24">
-            <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M12 6v6m0 0v6m0-6h6m-6 0H6" />
-          </svg>
-          KI-System registrieren
-        </button>
+        {activeTab === 'overview' && (
+          <button
+            onClick={() => setShowAddForm(true)}
+            className="flex items-center gap-2 px-4 py-2 bg-purple-600 text-white rounded-lg hover:bg-purple-700 transition-colors"
+          >
+            <svg className="w-5 h-5" fill="none" stroke="currentColor" viewBox="0 0 24 24">
+              <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M12 6v6m0 0v6m0-6h6m-6 0H6" />
+            </svg>
+            KI-System registrieren
+          </button>
+        )}
       </StepHeader>
 
+      {/* Tabs */}
+      <div className="flex items-center gap-1 bg-gray-100 p-1 rounded-lg w-fit">
+        {TABS.map(tab => (
+          <button
+            key={tab.id}
+            onClick={() => setActiveTab(tab.id)}
+            className={`flex items-center gap-2 px-4 py-2 text-sm font-medium rounded-md transition-colors ${
+              activeTab === tab.id
+                ? 'bg-white text-purple-700 shadow-sm'
+                : 'text-gray-600 hover:text-gray-900'
+            }`}
+          >
+            {tab.icon}
+            {tab.label}
+          </button>
+        ))}
+      </div>
+
       {/* Error Banner */}
       {error && (
         <div className="p-4 bg-red-50 border border-red-200 rounded-lg text-red-700 flex items-center justify-between">
@@ -522,90 +707,105 @@ export default function AIActPage() {
         </div>
       )}
 
-      {/* Add/Edit System Form */}
-      {showAddForm && (
-        <AddSystemForm
-          onSubmit={handleAddSystem}
-          onCancel={() => { setShowAddForm(false); setEditingSystem(null) }}
-          initialData={editingSystem}
-        />
-      )}
-
-      {/* Stats */}
-      <div className="grid grid-cols-1 md:grid-cols-4 gap-4">
-        <div className="bg-white rounded-xl border border-gray-200 p-6">
-          <div className="text-sm text-gray-500">KI-Systeme gesamt</div>
-          <div className="text-3xl font-bold text-gray-900">{systems.length}</div>
-        </div>
-        <div className="bg-white rounded-xl border border-orange-200 p-6">
-          <div className="text-sm text-orange-600">Hochrisiko</div>
-          <div className="text-3xl font-bold text-orange-600">{highRiskCount}</div>
-        </div>
-        <div className="bg-white rounded-xl border border-green-200 p-6">
-          <div className="text-sm text-green-600">Konform</div>
-          <div className="text-3xl font-bold text-green-600">{compliantCount}</div>
-        </div>
-        <div className="bg-white rounded-xl border border-gray-200 p-6">
-          <div className="text-sm text-gray-500">Nicht klassifiziert</div>
-          <div className="text-3xl font-bold text-gray-500">{unclassifiedCount}</div>
-        </div>
-      </div>
-
-      {/* Risk Pyramid */}
-      <RiskPyramid systems={systems} />
-
-      {/* Filter */}
-      <div className="flex items-center gap-2 flex-wrap">
-        <span className="text-sm text-gray-500">Filter:</span>
-        {['all', 'high-risk', 'limited-risk', 'minimal-risk', 'unclassified', 'compliant', 'non-compliant'].map(f => (
-          <button
-            key={f}
-            onClick={() => setFilter(f)}
-            className={`px-3 py-1 text-sm rounded-full transition-colors ${
-              filter === f
-                ? 'bg-purple-600 text-white'
-                : 'bg-gray-100 text-gray-600 hover:bg-gray-200'
-            }`}
-          >
-            {f === 'all' ? 'Alle' :
-             f === 'high-risk' ? 'Hochrisiko' :
-             f === 'limited-risk' ? 'Begrenztes Risiko' :
-             f === 'minimal-risk' ? 'Minimales Risiko' :
-             f === 'unclassified' ? 'Nicht klassifiziert' :
-             f === 'compliant' ? 'Konform' : 'Nicht konform'}
-          </button>
-        ))}
-      </div>
-
-      {/* Loading */}
-      {loading && <LoadingSkeleton />}
-
-      {/* AI Systems List */}
-      {!loading && (
-        <div className="grid grid-cols-1 md:grid-cols-2 gap-6">
-          {filteredSystems.map(system => (
-            <AISystemCard
-              key={system.id}
-              system={system}
-              onAssess={() => handleAssess(system.id)}
-              onEdit={() => handleEdit(system)}
-              onDelete={() => handleDelete(system.id)}
-              assessing={assessingId === system.id}
+      {/* Tab: Overview */}
+      {activeTab === 'overview' && (
+        <>
+          {/* Add/Edit System Form */}
+          {showAddForm && (
+            <AddSystemForm
+              onSubmit={handleAddSystem}
+              onCancel={() => { setShowAddForm(false); setEditingSystem(null) }}
+              initialData={editingSystem}
             />
-          ))}
-        </div>
+          )}
+
+          {/* Stats */}
+          <div className="grid grid-cols-1 md:grid-cols-4 gap-4">
+            <div className="bg-white rounded-xl border border-gray-200 p-6">
+              <div className="text-sm text-gray-500">KI-Systeme gesamt</div>
+              <div className="text-3xl font-bold text-gray-900">{systems.length}</div>
+            </div>
+            <div className="bg-white rounded-xl border border-orange-200 p-6">
+              <div className="text-sm text-orange-600">Hochrisiko</div>
+              <div className="text-3xl font-bold text-orange-600">{highRiskCount}</div>
+            </div>
+            <div className="bg-white rounded-xl border border-green-200 p-6">
+              <div className="text-sm text-green-600">Konform</div>
+              <div className="text-3xl font-bold text-green-600">{compliantCount}</div>
+            </div>
+            <div className="bg-white rounded-xl border border-gray-200 p-6">
+              <div className="text-sm text-gray-500">Nicht klassifiziert</div>
+              <div className="text-3xl font-bold text-gray-500">{unclassifiedCount}</div>
+            </div>
+          </div>
+
+          {/* Risk Pyramid */}
+          <RiskPyramid systems={systems} />
+
+          {/* Filter */}
+          <div className="flex items-center gap-2 flex-wrap">
+            <span className="text-sm text-gray-500">Filter:</span>
+            {['all', 'high-risk', 'limited-risk', 'minimal-risk', 'unclassified', 'compliant', 'non-compliant'].map(f => (
+              <button
+                key={f}
+                onClick={() => setFilter(f)}
+                className={`px-3 py-1 text-sm rounded-full transition-colors ${
+                  filter === f
+                    ? 'bg-purple-600 text-white'
+                    : 'bg-gray-100 text-gray-600 hover:bg-gray-200'
+                }`}
+              >
+                {f === 'all' ? 'Alle' :
+                 f === 'high-risk' ? 'Hochrisiko' :
+                 f === 'limited-risk' ? 'Begrenztes Risiko' :
+                 f === 'minimal-risk' ? 'Minimales Risiko' :
+                 f === 'unclassified' ? 'Nicht klassifiziert' :
+                 f === 'compliant' ? 'Konform' : 'Nicht konform'}
+              </button>
+            ))}
+          </div>
+
+          {/* Loading */}
+          {loading && <LoadingSkeleton />}
+
+          {/* AI Systems List */}
+          {!loading && (
+            <div className="grid grid-cols-1 md:grid-cols-2 gap-6">
+              {filteredSystems.map(system => (
+                <AISystemCard
+                  key={system.id}
+                  system={system}
+                  onAssess={() => handleAssess(system.id)}
+                  onEdit={() => handleEdit(system)}
+                  onDelete={() => handleDelete(system.id)}
+                  assessing={assessingId === system.id}
+                />
+              ))}
+            </div>
+          )}
+
+          {!loading && filteredSystems.length === 0 && (
+            <div className="bg-white rounded-xl border border-gray-200 p-12 text-center">
+              <div className="w-16 h-16 mx-auto bg-purple-100 rounded-full flex items-center justify-center mb-4">
+                <svg className="w-8 h-8 text-purple-600" fill="none" stroke="currentColor" viewBox="0 0 24 24">
+                  <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M9.75 17L9 20l-1 1h8l-1-1-.75-3M3 13h18M5 17h14a2 2 0 002-2V5a2 2 0 00-2-2H5a2 2 0 00-2 2v10a2 2 0 002 2z" />
+                </svg>
+              </div>
+              <h3 className="text-lg font-semibold text-gray-900">Keine KI-Systeme gefunden</h3>
+              <p className="mt-2 text-gray-500">Passen Sie den Filter an oder registrieren Sie ein neues KI-System.</p>
+            </div>
+          )}
+        </>
       )}
 
-      {!loading && filteredSystems.length === 0 && (
-        <div className="bg-white rounded-xl border border-gray-200 p-12 text-center">
-          <div className="w-16 h-16 mx-auto bg-purple-100 rounded-full flex items-center justify-center mb-4">
-            <svg className="w-8 h-8 text-purple-600" fill="none" stroke="currentColor" viewBox="0 0 24 24">
-              <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M9.75 17L9 20l-1 1h8l-1-1-.75-3M3 13h18M5 17h14a2 2 0 002-2V5a2 2 0 00-2-2H5a2 2 0 00-2 2v10a2 2 0 002 2z" />
-            </svg>
-          </div>
-          <h3 className="text-lg font-semibold text-gray-900">Keine KI-Systeme gefunden</h3>
-          <p className="mt-2 text-gray-500">Passen Sie den Filter an oder registrieren Sie ein neues KI-System.</p>
-        </div>
+      {/* Tab: Decision Tree */}
+      {activeTab === 'decision-tree' && (
+        <DecisionTreeWizard />
+      )}
+
+      {/* Tab: Results */}
+      {activeTab === 'results' && (
+        <SavedResultsTab />
       )}
     </div>
   )

admin-compliance/app/sdk/ai-registration/page.tsx

@@ -0,0 +1,491 @@
+'use client'
+
+import React, { useState, useEffect } from 'react'
+
+interface Registration {
+  id: string
+  system_name: string
+  system_version: string
+  risk_classification: string
+  gpai_classification: string
+  registration_status: string
+  eu_database_id: string
+  provider_name: string
+  created_at: string
+}
+
+const STATUS_STYLES: Record<string, { bg: string; text: string; label: string }> = {
+  draft: { bg: 'bg-gray-100', text: 'text-gray-700', label: 'Entwurf' },
+  ready: { bg: 'bg-blue-100', text: 'text-blue-700', label: 'Bereit' },
+  submitted: { bg: 'bg-yellow-100', text: 'text-yellow-700', label: 'Eingereicht' },
+  registered: { bg: 'bg-green-100', text: 'text-green-700', label: 'Registriert' },
+  update_required: { bg: 'bg-orange-100', text: 'text-orange-700', label: 'Update noetig' },
+  withdrawn: { bg: 'bg-red-100', text: 'text-red-700', label: 'Zurueckgezogen' },
+}
+
+const RISK_STYLES: Record<string, { bg: string; text: string }> = {
+  high_risk: { bg: 'bg-red-100', text: 'text-red-700' },
+  limited_risk: { bg: 'bg-yellow-100', text: 'text-yellow-700' },
+  minimal_risk: { bg: 'bg-green-100', text: 'text-green-700' },
+  not_classified: { bg: 'bg-gray-100', text: 'text-gray-500' },
+}
+
+const INITIAL_FORM = {
+  system_name: '',
+  system_version: '1.0',
+  system_description: '',
+  intended_purpose: '',
+  provider_name: '',
+  provider_legal_form: '',
+  provider_address: '',
+  provider_country: 'DE',
+  eu_representative_name: '',
+  eu_representative_contact: '',
+  risk_classification: 'not_classified',
+  annex_iii_category: '',
+  gpai_classification: 'none',
+  conformity_assessment_type: 'internal',
+  notified_body_name: '',
+  notified_body_id: '',
+  ce_marking: false,
+  training_data_summary: '',
+}
+
+export default function AIRegistrationPage() {
+  const [registrations, setRegistrations] = useState<Registration[]>([])
+  const [loading, setLoading] = useState(true)
+  const [showWizard, setShowWizard] = useState(false)
+  const [wizardStep, setWizardStep] = useState(1)
+  const [form, setForm] = useState({ ...INITIAL_FORM })
+  const [submitting, setSubmitting] = useState(false)
+  const [error, setError] = useState<string | null>(null)
+
+  useEffect(() => { loadRegistrations() }, [])
+
+  async function loadRegistrations() {
+    try {
+      setLoading(true)
+      const resp = await fetch('/api/sdk/v1/ai-registration')
+      if (resp.ok) {
+        const data = await resp.json()
+        setRegistrations(data.registrations || [])
+      }
+    } catch {
+      setError('Fehler beim Laden')
+    } finally {
+      setLoading(false)
+    }
+  }
+
+  async function handleSubmit() {
+    setSubmitting(true)
+    try {
+      const resp = await fetch('/api/sdk/v1/ai-registration', {
+        method: 'POST',
+        headers: { 'Content-Type': 'application/json' },
+        body: JSON.stringify(form),
+      })
+      if (resp.ok) {
+        setShowWizard(false)
+        setForm({ ...INITIAL_FORM })
+        setWizardStep(1)
+        loadRegistrations()
+      } else {
+        const data = await resp.json()
+        setError(data.error || 'Fehler beim Erstellen')
+      }
+    } catch {
+      setError('Netzwerkfehler')
+    } finally {
+      setSubmitting(false)
+    }
+  }
+
+  async function handleExport(id: string) {
+    try {
+      const resp = await fetch(`/api/sdk/v1/ai-registration/${id}`)
+      if (resp.ok) {
+        const reg = await resp.json()
+        // Build export JSON client-side
+        const exportData = {
+          schema_version: '1.0',
+          submission_type: 'ai_system_registration',
+          regulation: 'EU AI Act (EU) 2024/1689',
+          article: 'Art. 49',
+          provider: { name: reg.provider_name, address: reg.provider_address, country: reg.provider_country },
+          system: { name: reg.system_name, version: reg.system_version, description: reg.system_description, purpose: reg.intended_purpose },
+          classification: { risk_level: reg.risk_classification, annex_iii: reg.annex_iii_category, gpai: reg.gpai_classification },
+          conformity: { type: reg.conformity_assessment_type, ce_marking: reg.ce_marking },
+        }
+        const blob = new Blob([JSON.stringify(exportData, null, 2)], { type: 'application/json' })
+        const url = URL.createObjectURL(blob)
+        const a = document.createElement('a')
+        a.href = url
+        a.download = `eu_ai_registration_${reg.system_name.replace(/\s+/g, '_')}.json`
+        a.click()
+        URL.revokeObjectURL(url)
+      }
+    } catch {
+      setError('Export fehlgeschlagen')
+    }
+  }
+
+  async function handleStatusChange(id: string, status: string) {
+    try {
+      await fetch(`/api/sdk/v1/ai-registration/${id}`, {
+        method: 'PATCH',
+        headers: { 'Content-Type': 'application/json' },
+        body: JSON.stringify({ status }),
+      })
+      loadRegistrations()
+    } catch {
+      setError('Status-Aenderung fehlgeschlagen')
+    }
+  }
+
+  const updateForm = (updates: Partial<typeof form>) => setForm(prev => ({ ...prev, ...updates }))
+
+  const STEPS = [
+    { id: 1, title: 'Anbieter', desc: 'Unternehmensangaben' },
+    { id: 2, title: 'System', desc: 'KI-System Details' },
+    { id: 3, title: 'Klassifikation', desc: 'Risikoeinstufung' },
+    { id: 4, title: 'Konformitaet', desc: 'CE & Notified Body' },
+    { id: 5, title: 'Trainingsdaten', desc: 'Datenzusammenfassung' },
+    { id: 6, title: 'Pruefung', desc: 'Zusammenfassung & Export' },
+  ]
+
+  return (
+    <div className="max-w-5xl mx-auto p-6">
+      {/* Header */}
+      <div className="flex items-center justify-between mb-8">
+        <div>
+          <h1 className="text-2xl font-bold text-gray-900">EU AI Database Registrierung</h1>
+          <p className="text-sm text-gray-500 mt-1">Art. 49 KI-Verordnung (EU) 2024/1689 — Registrierung von Hochrisiko-KI-Systemen</p>
+        </div>
+        <button
+          onClick={() => setShowWizard(true)}
+          className="px-4 py-2 bg-purple-600 text-white rounded-lg hover:bg-purple-700 transition-colors"
+        >
+          + Neue Registrierung
+        </button>
+      </div>
+
+      {error && (
+        <div className="mb-4 p-3 bg-red-50 border border-red-200 rounded-lg text-sm text-red-700">
+          {error}
+          <button onClick={() => setError(null)} className="ml-2 underline">Schliessen</button>
+        </div>
+      )}
+
+      {/* Stats */}
+      <div className="grid grid-cols-4 gap-4 mb-8">
+        {['draft', 'ready', 'submitted', 'registered'].map(status => {
+          const count = registrations.filter(r => r.registration_status === status).length
+          const style = STATUS_STYLES[status]
+          return (
+            <div key={status} className={`p-4 rounded-xl border ${style.bg}`}>
+              <div className={`text-2xl font-bold ${style.text}`}>{count}</div>
+              <div className="text-sm text-gray-600">{style.label}</div>
+            </div>
+          )
+        })}
+      </div>
+
+      {/* Registrations List */}
+      {loading ? (
+        <div className="text-center py-12 text-gray-500">Lade...</div>
+      ) : registrations.length === 0 ? (
+        <div className="text-center py-12 text-gray-400">
+          <p className="text-lg mb-2">Noch keine Registrierungen</p>
+          <p className="text-sm">Erstelle eine neue Registrierung fuer dein Hochrisiko-KI-System.</p>
+        </div>
+      ) : (
+        <div className="space-y-4">
+          {registrations.map(reg => {
+            const status = STATUS_STYLES[reg.registration_status] || STATUS_STYLES.draft
+            const risk = RISK_STYLES[reg.risk_classification] || RISK_STYLES.not_classified
+            return (
+              <div key={reg.id} className="bg-white rounded-xl border border-gray-200 p-6 hover:border-purple-300 transition-all">
+                <div className="flex items-center justify-between">
+                  <div>
+                    <div className="flex items-center gap-2 mb-1">
+                      <h3 className="text-lg font-semibold text-gray-900">{reg.system_name}</h3>
+                      <span className="text-sm text-gray-400">v{reg.system_version}</span>
+                      <span className={`px-2 py-0.5 text-xs rounded-full ${status.bg} ${status.text}`}>{status.label}</span>
+                      <span className={`px-2 py-0.5 text-xs rounded-full ${risk.bg} ${risk.text}`}>{reg.risk_classification.replace('_', ' ')}</span>
+                      {reg.gpai_classification !== 'none' && (
+                        <span className="px-2 py-0.5 text-xs rounded-full bg-blue-100 text-blue-700">GPAI: {reg.gpai_classification}</span>
+                      )}
+                    </div>
+                    <div className="text-sm text-gray-500">
+                      {reg.provider_name && <span>{reg.provider_name} · </span>}
+                      {reg.eu_database_id && <span>EU-ID: {reg.eu_database_id} · </span>}
+                      <span>{new Date(reg.created_at).toLocaleDateString('de-DE')}</span>
+                    </div>
+                  </div>
+                  <div className="flex gap-2">
+                    <button onClick={() => handleExport(reg.id)} className="px-3 py-1.5 text-sm border border-gray-300 rounded-lg hover:bg-gray-50">
+                      JSON Export
+                    </button>
+                    {reg.registration_status === 'draft' && (
+                      <button onClick={() => handleStatusChange(reg.id, 'ready')} className="px-3 py-1.5 text-sm bg-blue-600 text-white rounded-lg hover:bg-blue-700">
+                        Bereit markieren
+                      </button>
+                    )}
+                    {reg.registration_status === 'ready' && (
+                      <button onClick={() => handleStatusChange(reg.id, 'submitted')} className="px-3 py-1.5 text-sm bg-green-600 text-white rounded-lg hover:bg-green-700">
+                        Als eingereicht markieren
+                      </button>
+                    )}
+                  </div>
+                </div>
+              </div>
+            )
+          })}
+        </div>
+      )}
+
+      {/* Wizard Modal */}
+      {showWizard && (
+        <div className="fixed inset-0 bg-black/50 flex items-center justify-center z-50 p-4">
+          <div className="bg-white rounded-2xl shadow-2xl w-full max-w-3xl max-h-[90vh] overflow-y-auto">
+            <div className="p-6 border-b">
+              <div className="flex items-center justify-between mb-4">
+                <h2 className="text-xl font-bold text-gray-900">Neue EU AI Registrierung</h2>
+                <button onClick={() => { setShowWizard(false); setWizardStep(1) }} className="text-gray-400 hover:text-gray-600 text-2xl">&times;</button>
+              </div>
+              {/* Step Indicator */}
+              <div className="flex gap-1">
+                {STEPS.map(step => (
+                  <button key={step.id} onClick={() => setWizardStep(step.id)}
+                    className={`flex-1 py-2 text-xs rounded-lg transition-all ${
+                      wizardStep === step.id ? 'bg-purple-100 text-purple-700 font-medium' :
+                      wizardStep > step.id ? 'bg-green-50 text-green-700' : 'bg-gray-50 text-gray-400'
+                    }`}>
+                    {wizardStep > step.id ? '✓ ' : ''}{step.title}
+                  </button>
+                ))}
+              </div>
+            </div>
+
+            <div className="p-6 space-y-4">
+              {/* Step 1: Provider */}
+              {wizardStep === 1 && (
+                <>
+                  <h3 className="font-semibold text-gray-900">Anbieter-Informationen</h3>
+                  <p className="text-sm text-gray-500">Angaben zum Anbieter des KI-Systems gemaess Art. 49 KI-VO.</p>
+                  <div className="grid grid-cols-2 gap-4">
+                    <div>
+                      <label className="block text-sm font-medium text-gray-700 mb-1">Firmenname *</label>
+                      <input value={form.provider_name} onChange={e => updateForm({ provider_name: e.target.value })}
+                        className="w-full px-3 py-2 border rounded-lg focus:ring-2 focus:ring-purple-500 focus:border-transparent" placeholder="Acme GmbH" />
+                    </div>
+                    <div>
+                      <label className="block text-sm font-medium text-gray-700 mb-1">Rechtsform</label>
+                      <input value={form.provider_legal_form} onChange={e => updateForm({ provider_legal_form: e.target.value })}
+                        className="w-full px-3 py-2 border rounded-lg focus:ring-2 focus:ring-purple-500 focus:border-transparent" placeholder="GmbH" />
+                    </div>
+                  </div>
+                  <div>
+                    <label className="block text-sm font-medium text-gray-700 mb-1">Adresse</label>
+                    <input value={form.provider_address} onChange={e => updateForm({ provider_address: e.target.value })}
+                      className="w-full px-3 py-2 border rounded-lg focus:ring-2 focus:ring-purple-500 focus:border-transparent" placeholder="Musterstr. 1, 20095 Hamburg" />
+                  </div>
+                  <div className="grid grid-cols-2 gap-4">
+                    <div>
+                      <label className="block text-sm font-medium text-gray-700 mb-1">Land</label>
+                      <select value={form.provider_country} onChange={e => updateForm({ provider_country: e.target.value })}
+                        className="w-full px-3 py-2 border rounded-lg focus:ring-2 focus:ring-purple-500 focus:border-transparent">
+                        <option value="DE">Deutschland</option>
+                        <option value="AT">Oesterreich</option>
+                        <option value="CH">Schweiz</option>
+                        <option value="OTHER">Anderes Land</option>
+                      </select>
+                    </div>
+                    <div>
+                      <label className="block text-sm font-medium text-gray-700 mb-1">EU-Repraesentant (falls Non-EU)</label>
+                      <input value={form.eu_representative_name} onChange={e => updateForm({ eu_representative_name: e.target.value })}
+                        className="w-full px-3 py-2 border rounded-lg focus:ring-2 focus:ring-purple-500 focus:border-transparent" placeholder="Optional" />
+                    </div>
+                  </div>
+                </>
+              )}
+
+              {/* Step 2: System */}
+              {wizardStep === 2 && (
+                <>
+                  <h3 className="font-semibold text-gray-900">KI-System Details</h3>
+                  <div className="grid grid-cols-2 gap-4">
+                    <div>
+                      <label className="block text-sm font-medium text-gray-700 mb-1">Systemname *</label>
+                      <input value={form.system_name} onChange={e => updateForm({ system_name: e.target.value })}
+                        className="w-full px-3 py-2 border rounded-lg focus:ring-2 focus:ring-purple-500 focus:border-transparent" placeholder="z.B. HR Copilot" />
+                    </div>
+                    <div>
+                      <label className="block text-sm font-medium text-gray-700 mb-1">Version</label>
+                      <input value={form.system_version} onChange={e => updateForm({ system_version: e.target.value })}
+                        className="w-full px-3 py-2 border rounded-lg focus:ring-2 focus:ring-purple-500 focus:border-transparent" placeholder="1.0" />
+                    </div>
+                  </div>
+                  <div>
+                    <label className="block text-sm font-medium text-gray-700 mb-1">Systembeschreibung</label>
+                    <textarea value={form.system_description} onChange={e => updateForm({ system_description: e.target.value })} rows={3}
+                      className="w-full px-3 py-2 border rounded-lg focus:ring-2 focus:ring-purple-500 focus:border-transparent" placeholder="Beschreibe was das KI-System tut..." />
+                  </div>
+                  <div>
+                    <label className="block text-sm font-medium text-gray-700 mb-1">Einsatzzweck (Intended Purpose)</label>
+                    <textarea value={form.intended_purpose} onChange={e => updateForm({ intended_purpose: e.target.value })} rows={2}
+                      className="w-full px-3 py-2 border rounded-lg focus:ring-2 focus:ring-purple-500 focus:border-transparent" placeholder="Wofuer wird das System eingesetzt?" />
+                  </div>
+                </>
+              )}
+
+              {/* Step 3: Classification */}
+              {wizardStep === 3 && (
+                <>
+                  <h3 className="font-semibold text-gray-900">Risiko-Klassifikation</h3>
+                  <p className="text-sm text-gray-500">Basierend auf dem AI Act Decision Tree oder manueller Einstufung.</p>
+                  <div>
+                    <label className="block text-sm font-medium text-gray-700 mb-1">Risikoklasse</label>
+                    <select value={form.risk_classification} onChange={e => updateForm({ risk_classification: e.target.value })}
+                      className="w-full px-3 py-2 border rounded-lg focus:ring-2 focus:ring-purple-500 focus:border-transparent">
+                      <option value="not_classified">Noch nicht klassifiziert</option>
+                      <option value="minimal_risk">Minimal Risk</option>
+                      <option value="limited_risk">Limited Risk</option>
+                      <option value="high_risk">High Risk</option>
+                    </select>
+                  </div>
+                  {form.risk_classification === 'high_risk' && (
+                    <div>
+                      <label className="block text-sm font-medium text-gray-700 mb-1">Annex III Kategorie</label>
+                      <select value={form.annex_iii_category} onChange={e => updateForm({ annex_iii_category: e.target.value })}
+                        className="w-full px-3 py-2 border rounded-lg focus:ring-2 focus:ring-purple-500 focus:border-transparent">
+                        <option value="">Bitte waehlen...</option>
+                        <option value="biometric">1. Biometrische Identifizierung</option>
+                        <option value="critical_infrastructure">2. Kritische Infrastruktur</option>
+                        <option value="education">3. Bildung und Berufsausbildung</option>
+                        <option value="employment">4. Beschaeftigung und Arbeitnehmerverwaltung</option>
+                        <option value="essential_services">5. Zugang zu wesentlichen Diensten</option>
+                        <option value="law_enforcement">6. Strafverfolgung</option>
+                        <option value="migration">7. Migration und Grenzkontrolle</option>
+                        <option value="justice">8. Rechtspflege und Demokratie</option>
+                      </select>
+                    </div>
+                  )}
+                  <div>
+                    <label className="block text-sm font-medium text-gray-700 mb-1">GPAI Klassifikation</label>
+                    <select value={form.gpai_classification} onChange={e => updateForm({ gpai_classification: e.target.value })}
+                      className="w-full px-3 py-2 border rounded-lg focus:ring-2 focus:ring-purple-500 focus:border-transparent">
+                      <option value="none">Kein GPAI</option>
+                      <option value="standard">GPAI (Standard)</option>
+                      <option value="systemic">GPAI mit systemischem Risiko</option>
+                    </select>
+                  </div>
+                  <div className="bg-blue-50 border border-blue-200 rounded-lg p-4 text-sm text-blue-800">
+                    <strong>Tipp:</strong> Nutze den <a href="/sdk/ai-act" className="underline">AI Act Decision Tree</a> fuer eine strukturierte Klassifikation.
+                  </div>
+                </>
+              )}
+
+              {/* Step 4: Conformity */}
+              {wizardStep === 4 && (
+                <>
+                  <h3 className="font-semibold text-gray-900">Konformitaetsbewertung</h3>
+                  <div>
+                    <label className="block text-sm font-medium text-gray-700 mb-1">Art der Konformitaetsbewertung</label>
+                    <select value={form.conformity_assessment_type} onChange={e => updateForm({ conformity_assessment_type: e.target.value })}
+                      className="w-full px-3 py-2 border rounded-lg focus:ring-2 focus:ring-purple-500 focus:border-transparent">
+                      <option value="not_required">Nicht erforderlich</option>
+                      <option value="internal">Interne Konformitaetsbewertung</option>
+                      <option value="third_party">Drittpartei-Bewertung (Notified Body)</option>
+                    </select>
+                  </div>
+                  {form.conformity_assessment_type === 'third_party' && (
+                    <div className="grid grid-cols-2 gap-4">
+                      <div>
+                        <label className="block text-sm font-medium text-gray-700 mb-1">Notified Body Name</label>
+                        <input value={form.notified_body_name} onChange={e => updateForm({ notified_body_name: e.target.value })}
+                          className="w-full px-3 py-2 border rounded-lg focus:ring-2 focus:ring-purple-500 focus:border-transparent" />
+                      </div>
+                      <div>
+                        <label className="block text-sm font-medium text-gray-700 mb-1">Notified Body ID</label>
+                        <input value={form.notified_body_id} onChange={e => updateForm({ notified_body_id: e.target.value })}
+                          className="w-full px-3 py-2 border rounded-lg focus:ring-2 focus:ring-purple-500 focus:border-transparent" />
+                      </div>
+                    </div>
+                  )}
+                  <label className="flex items-center gap-3 p-3 rounded-lg border hover:bg-gray-50 cursor-pointer">
+                    <input type="checkbox" checked={form.ce_marking} onChange={e => updateForm({ ce_marking: e.target.checked })}
+                      className="w-4 h-4 rounded border-gray-300 text-purple-600" />
+                    <span className="text-sm font-medium text-gray-900">CE-Kennzeichnung angebracht</span>
+                  </label>
+                </>
+              )}
+
+              {/* Step 5: Training Data */}
+              {wizardStep === 5 && (
+                <>
+                  <h3 className="font-semibold text-gray-900">Trainingsdaten-Zusammenfassung</h3>
+                  <p className="text-sm text-gray-500">Art. 10 KI-VO — Keine vollstaendige Offenlegung, sondern Kategorien und Herkunft.</p>
+                  <div>
+                    <label className="block text-sm font-medium text-gray-700 mb-1">Zusammenfassung der Trainingsdaten</label>
+                    <textarea value={form.training_data_summary} onChange={e => updateForm({ training_data_summary: e.target.value })} rows={5}
+                      className="w-full px-3 py-2 border rounded-lg focus:ring-2 focus:ring-purple-500 focus:border-transparent"
+                      placeholder="Beschreibe die verwendeten Datenquellen:&#10;- Oeffentliche Daten (z.B. Wikipedia, Common Crawl)&#10;- Lizenzierte Daten (z.B. Fachpublikationen)&#10;- Synthetische Daten&#10;- Unternehmensinterne Daten" />
+                  </div>
+                </>
+              )}
+
+              {/* Step 6: Review */}
+              {wizardStep === 6 && (
+                <>
+                  <h3 className="font-semibold text-gray-900">Zusammenfassung</h3>
+                  <div className="space-y-3 text-sm">
+                    <div className="grid grid-cols-2 gap-4 p-4 bg-gray-50 rounded-lg">
+                      <div><span className="text-gray-500">Anbieter:</span> <strong>{form.provider_name || '–'}</strong></div>
+                      <div><span className="text-gray-500">Land:</span> <strong>{form.provider_country}</strong></div>
+                      <div><span className="text-gray-500">System:</span> <strong>{form.system_name || '–'}</strong></div>
+                      <div><span className="text-gray-500">Version:</span> <strong>{form.system_version}</strong></div>
+                      <div><span className="text-gray-500">Risiko:</span> <strong>{form.risk_classification}</strong></div>
+                      <div><span className="text-gray-500">GPAI:</span> <strong>{form.gpai_classification}</strong></div>
+                      <div><span className="text-gray-500">Konformitaet:</span> <strong>{form.conformity_assessment_type}</strong></div>
+                      <div><span className="text-gray-500">CE:</span> <strong>{form.ce_marking ? 'Ja' : 'Nein'}</strong></div>
+                    </div>
+                    {form.intended_purpose && (
+                      <div className="p-4 bg-gray-50 rounded-lg">
+                        <span className="text-gray-500">Zweck:</span> {form.intended_purpose}
+                      </div>
+                    )}
+                  </div>
+                  <div className="bg-yellow-50 border border-yellow-200 rounded-lg p-4 text-sm text-yellow-800">
+                    <strong>Hinweis:</strong> Die EU AI Datenbank befindet sich noch im Aufbau. Die Registrierung wird lokal gespeichert und kann spaeter uebermittelt werden.
+                  </div>
+                </>
+              )}
+            </div>
+
+            {/* Navigation */}
+            <div className="p-6 border-t flex justify-between">
+              <button onClick={() => wizardStep > 1 ? setWizardStep(wizardStep - 1) : setShowWizard(false)}
+                className="px-4 py-2 text-gray-700 border rounded-lg hover:bg-gray-50">
+                {wizardStep === 1 ? 'Abbrechen' : 'Zurueck'}
+              </button>
+              {wizardStep < 6 ? (
+                <button onClick={() => setWizardStep(wizardStep + 1)}
+                  disabled={wizardStep === 2 && !form.system_name}
+                  className="px-4 py-2 bg-purple-600 text-white rounded-lg hover:bg-purple-700 disabled:opacity-50">
+                  Weiter
+                </button>
+              ) : (
+                <button onClick={handleSubmit} disabled={submitting || !form.system_name}
+                  className="px-4 py-2 bg-green-600 text-white rounded-lg hover:bg-green-700 disabled:opacity-50">
+                  {submitting ? 'Speichere...' : 'Registrierung erstellen'}
+                </button>
+              )}
+            </div>
+          </div>
+        </div>
+      )}
+    </div>
+  )
+}

admin-compliance/app/sdk/api-docs/page.tsx

@@ -0,0 +1,404 @@
+'use client'
+
+import { useState, useMemo, useRef } from 'react'
+import { apiModules } from '@/lib/sdk/api-docs/endpoints'
+import type { HttpMethod, BackendService, ApiExposure } from '@/lib/sdk/api-docs/types'
+
+const METHOD_COLORS: Record<HttpMethod, string> = {
+  GET: 'bg-green-100 text-green-800',
+  POST: 'bg-blue-100 text-blue-800',
+  PUT: 'bg-yellow-100 text-yellow-800',
+  DELETE: 'bg-red-100 text-red-800',
+  PATCH: 'bg-purple-100 text-purple-800',
+}
+
+const EXPOSURE_CONFIG: Record<ApiExposure, { label: string; color: string; description: string }> = {
+  public: { label: 'Oeffentlich', color: 'bg-green-100 text-green-800 border-green-200', description: 'Internet-exponiert' },
+  partner: { label: 'Integration', color: 'bg-blue-100 text-blue-800 border-blue-200', description: 'API-Key/OAuth' },
+  internal: { label: 'Intern', color: 'bg-gray-100 text-gray-700 border-gray-200', description: 'Nur Admin' },
+  admin: { label: 'Wartung', color: 'bg-orange-100 text-orange-800 border-orange-200', description: 'Nur Setup' },
+}
+
+type ServiceFilter = 'all' | BackendService
+type ExposureFilter = 'all' | ApiExposure
+
+function ExposureBadge({ exposure }: { exposure: ApiExposure }) {
+  const config = EXPOSURE_CONFIG[exposure]
+  return (
+    <span className={`inline-block text-[10px] font-medium px-1.5 py-0.5 rounded border ${config.color}`}>
+      {config.label}
+    </span>
+  )
+}
+
+export default function ApiDocsPage() {
+  const [search, setSearch] = useState('')
+  const [serviceFilter, setServiceFilter] = useState<ServiceFilter>('all')
+  const [methodFilter, setMethodFilter] = useState<HttpMethod | 'all'>('all')
+  const [exposureFilter, setExposureFilter] = useState<ExposureFilter>('all')
+  const [expandedModules, setExpandedModules] = useState<Set<string>>(new Set())
+  const moduleRefs = useRef<Record<string, HTMLDivElement | null>>({})
+
+  const filteredModules = useMemo(() => {
+    const q = search.toLowerCase()
+    return apiModules
+      .filter((m) => serviceFilter === 'all' || m.service === serviceFilter)
+      .filter((m) => {
+        if (exposureFilter === 'all') return true
+        if (m.exposure === exposureFilter) return true
+        return m.endpoints.some((e) => (e.exposure || m.exposure) === exposureFilter)
+      })
+      .map((m) => {
+        const eps = m.endpoints.filter((e) => {
+          if (methodFilter !== 'all' && e.method !== methodFilter) return false
+          if (exposureFilter !== 'all' && (e.exposure || m.exposure) !== exposureFilter) return false
+          if (!q) return true
+          return (
+            e.path.toLowerCase().includes(q) ||
+            e.description.toLowerCase().includes(q) ||
+            m.name.toLowerCase().includes(q) ||
+            m.id.toLowerCase().includes(q)
+          )
+        })
+        return { ...m, endpoints: eps }
+      })
+      .filter((m) => m.endpoints.length > 0)
+  }, [search, serviceFilter, methodFilter, exposureFilter])
+
+  const stats = useMemo(() => {
+    const total = apiModules.reduce((s, m) => s + m.endpoints.length, 0)
+    const python = apiModules.filter((m) => m.service === 'python').reduce((s, m) => s + m.endpoints.length, 0)
+    const go = apiModules.filter((m) => m.service === 'go').reduce((s, m) => s + m.endpoints.length, 0)
+
+    const exposureCounts = { public: 0, partner: 0, internal: 0, admin: 0 }
+    apiModules.forEach((m) => {
+      m.endpoints.forEach((e) => {
+        const exp = e.exposure || m.exposure
+        exposureCounts[exp]++
+      })
+    })
+
+    return { total, python, go, modules: apiModules.length, exposure: exposureCounts }
+  }, [])
+
+  const filteredTotal = filteredModules.reduce((s, m) => s + m.endpoints.length, 0)
+
+  const toggleModule = (id: string) => {
+    setExpandedModules((prev) => {
+      const next = new Set(prev)
+      if (next.has(id)) next.delete(id)
+      else next.add(id)
+      return next
+    })
+  }
+
+  const expandAll = () => setExpandedModules(new Set(filteredModules.map((m) => m.id)))
+  const collapseAll = () => setExpandedModules(new Set())
+
+  const scrollToModule = (id: string) => {
+    setExpandedModules((prev) => new Set([...prev, id]))
+    setTimeout(() => {
+      moduleRefs.current[id]?.scrollIntoView({ behavior: 'smooth', block: 'start' })
+    }, 100)
+  }
+
+  return (
+    <div className="min-h-screen bg-gray-50">
+      {/* Header */}
+      <div className="bg-white border-b border-gray-200 sticky top-0 z-20">
+        <div className="max-w-7xl mx-auto px-4 py-4">
+          <div className="flex items-center justify-between mb-3">
+            <div>
+              <h1 className="text-xl font-bold text-gray-900">API-Referenz</h1>
+              <p className="text-sm text-gray-500 mt-0.5">
+                {stats.total} Endpoints in {stats.modules} Modulen
+              </p>
+            </div>
+            <div className="flex gap-2">
+              <button
+                onClick={expandAll}
+                className="px-3 py-1.5 text-xs font-medium text-gray-600 bg-gray-100 rounded-lg hover:bg-gray-200 transition-colors"
+              >
+                Alle aufklappen
+              </button>
+              <button
+                onClick={collapseAll}
+                className="px-3 py-1.5 text-xs font-medium text-gray-600 bg-gray-100 rounded-lg hover:bg-gray-200 transition-colors"
+              >
+                Alle zuklappen
+              </button>
+            </div>
+          </div>
+
+          {/* Exposure Stats */}
+          <div className="flex flex-wrap gap-2 mb-3 text-xs">
+            <span className="text-gray-500">Exposure:</span>
+            <span className="px-2 py-0.5 rounded bg-green-50 text-green-700 font-medium">
+              {stats.exposure.public} oeffentlich
+            </span>
+            <span className="px-2 py-0.5 rounded bg-blue-50 text-blue-700 font-medium">
+              {stats.exposure.partner} Integration
+            </span>
+            <span className="px-2 py-0.5 rounded bg-gray-100 text-gray-600 font-medium">
+              {stats.exposure.internal} intern
+            </span>
+            <span className="px-2 py-0.5 rounded bg-orange-50 text-orange-700 font-medium">
+              {stats.exposure.admin} Wartung
+            </span>
+            <span className="text-gray-400 ml-1">
+              ({Math.round((stats.exposure.public + stats.exposure.partner) / stats.total * 100)}% exponiert)
+            </span>
+          </div>
+
+          {/* Search + Filters */}
+          <div className="flex flex-wrap gap-3 items-center">
+            <div className="relative flex-1 min-w-[240px]">
+              <svg
+                className="absolute left-3 top-1/2 -translate-y-1/2 w-4 h-4 text-gray-400"
+                fill="none"
+                stroke="currentColor"
+                viewBox="0 0 24 24"
+              >
+                <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M21 21l-6-6m2-5a7 7 0 11-14 0 7 7 0 0114 0z" />
+              </svg>
+              <input
+                type="text"
+                placeholder="Endpoint, Beschreibung oder Modul suchen..."
+                value={search}
+                onChange={(e) => setSearch(e.target.value)}
+                className="w-full pl-9 pr-4 py-2 text-sm border border-gray-300 rounded-lg focus:ring-2 focus:ring-blue-500 focus:border-blue-500"
+              />
+              {search && (
+                <button
+                  onClick={() => setSearch('')}
+                  className="absolute right-3 top-1/2 -translate-y-1/2 text-gray-400 hover:text-gray-600"
+                >
+                  <svg className="w-4 h-4" fill="none" stroke="currentColor" viewBox="0 0 24 24">
+                    <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M6 18L18 6M6 6l12 12" />
+                  </svg>
+                </button>
+              )}
+            </div>
+
+            {/* Service Filter */}
+            <div className="flex rounded-lg border border-gray-300 overflow-hidden">
+              {([['all', 'Alle'], ['python', 'Python/FastAPI'], ['go', 'Go/Gin']] as const).map(([val, label]) => (
+                <button
+                  key={val}
+                  onClick={() => setServiceFilter(val)}
+                  className={`px-3 py-2 text-xs font-medium transition-colors ${
+                    serviceFilter === val
+                      ? 'bg-gray-900 text-white'
+                      : 'bg-white text-gray-600 hover:bg-gray-50'
+                  }`}
+                >
+                  {label}
+                </button>
+              ))}
+            </div>
+
+            {/* Exposure Filter */}
+            <div className="flex rounded-lg border border-gray-300 overflow-hidden">
+              {([
+                ['all', 'Alle'],
+                ['public', 'Oeffentlich'],
+                ['partner', 'Integration'],
+                ['internal', 'Intern'],
+                ['admin', 'Wartung'],
+              ] as const).map(([val, label]) => (
+                <button
+                  key={val}
+                  onClick={() => setExposureFilter(val)}
+                  className={`px-3 py-2 text-xs font-medium transition-colors ${
+                    exposureFilter === val
+                      ? 'bg-gray-900 text-white'
+                      : 'bg-white text-gray-600 hover:bg-gray-50'
+                  }`}
+                >
+                  {label}
+                </button>
+              ))}
+            </div>
+
+            {/* Method Filter */}
+            <div className="flex gap-1.5">
+              {(['all', 'GET', 'POST', 'PUT', 'DELETE', 'PATCH'] as const).map((m) => (
+                <button
+                  key={m}
+                  onClick={() => setMethodFilter(m)}
+                  className={`px-2.5 py-1.5 text-xs font-mono font-bold rounded-md transition-colors ${
+                    methodFilter === m
+                      ? m === 'all'
+                        ? 'bg-gray-900 text-white'
+                        : METHOD_COLORS[m] + ' ring-2 ring-offset-1 ring-gray-400'
+                      : 'bg-gray-100 text-gray-500 hover:bg-gray-200'
+                  }`}
+                >
+                  {m === 'all' ? 'ALLE' : m}
+                </button>
+              ))}
+            </div>
+          </div>
+        </div>
+      </div>
+
+      <div className="max-w-7xl mx-auto px-4 py-6">
+        {/* Stats Cards */}
+        <div className="grid grid-cols-4 gap-4 mb-6">
+          {[
+            { label: 'Endpoints gesamt', value: stats.total, color: 'text-gray-900' },
+            { label: 'Python / FastAPI', value: stats.python, color: 'text-blue-700' },
+            { label: 'Go / Gin', value: stats.go, color: 'text-emerald-700' },
+            { label: 'Module', value: stats.modules, color: 'text-purple-700' },
+          ].map((s) => (
+            <div key={s.label} className="bg-white rounded-lg border border-gray-200 p-4">
+              <p className="text-xs text-gray-500 mb-1">{s.label}</p>
+              <p className={`text-2xl font-bold ${s.color}`}>{s.value}</p>
+            </div>
+          ))}
+        </div>
+
+        <div className="flex gap-6">
+          {/* Module Index (Sidebar) */}
+          <div className="hidden lg:block w-64 flex-shrink-0">
+            <div className="bg-white rounded-lg border border-gray-200 p-4 sticky top-[170px] max-h-[calc(100vh-210px)] overflow-y-auto">
+              <h3 className="text-xs font-semibold text-gray-400 uppercase tracking-wider mb-3">
+                Modul-Index ({filteredModules.length})
+              </h3>
+              <div className="space-y-0.5">
+                {filteredModules.map((m) => (
+                  <button
+                    key={m.id}
+                    onClick={() => scrollToModule(m.id)}
+                    className="w-full text-left px-2 py-1.5 text-xs rounded hover:bg-gray-100 transition-colors group flex items-center justify-between gap-1"
+                  >
+                    <span className="truncate text-gray-700 group-hover:text-gray-900">
+                      {m.id}
+                    </span>
+                    <span className="flex items-center gap-1 flex-shrink-0">
+                      <ExposureBadge exposure={m.exposure} />
+                      <span className={`text-[10px] px-1.5 py-0.5 rounded-full ${
+                        m.service === 'python' ? 'bg-blue-50 text-blue-600' : 'bg-emerald-50 text-emerald-600'
+                      }`}>
+                        {m.endpoints.length}
+                      </span>
+                    </span>
+                  </button>
+                ))}
+              </div>
+            </div>
+          </div>
+
+          {/* Main Content */}
+          <div className="flex-1 min-w-0">
+            {search && (
+              <p className="text-sm text-gray-500 mb-4">
+                {filteredTotal} Treffer in {filteredModules.length} Modulen
+              </p>
+            )}
+
+            <div className="space-y-3">
+              {filteredModules.map((m) => {
+                const isExpanded = expandedModules.has(m.id)
+                return (
+                  <div
+                    key={m.id}
+                    ref={(el) => { moduleRefs.current[m.id] = el }}
+                    className="bg-white rounded-lg border border-gray-200 overflow-hidden"
+                  >
+                    {/* Module Header */}
+                    <button
+                      onClick={() => toggleModule(m.id)}
+                      className="w-full flex items-center justify-between px-4 py-3 hover:bg-gray-50 transition-colors"
+                    >
+                      <div className="flex items-center gap-3 min-w-0">
+                        <svg
+                          className={`w-4 h-4 text-gray-400 flex-shrink-0 transition-transform ${isExpanded ? 'rotate-90' : ''}`}
+                          fill="none"
+                          stroke="currentColor"
+                          viewBox="0 0 24 24"
+                        >
+                          <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M9 5l7 7-7 7" />
+                        </svg>
+                        <span className={`text-[10px] font-mono font-bold px-2 py-0.5 rounded ${
+                          m.service === 'python' ? 'bg-blue-50 text-blue-700' : 'bg-emerald-50 text-emerald-700'
+                        }`}>
+                          {m.service === 'python' ? 'PY' : 'GO'}
+                        </span>
+                        <ExposureBadge exposure={m.exposure} />
+                        <span className="text-sm font-medium text-gray-900 truncate">{m.name}</span>
+                      </div>
+                      <div className="flex items-center gap-2 flex-shrink-0 ml-3">
+                        <span className="text-xs text-gray-400 font-mono">{m.basePath}</span>
+                        <span className="text-xs bg-gray-100 text-gray-600 px-2 py-0.5 rounded-full">
+                          {m.endpoints.length}
+                        </span>
+                      </div>
+                    </button>
+
+                    {/* Endpoints Table */}
+                    {isExpanded && (
+                      <div className="border-t border-gray-100">
+                        <table className="w-full">
+                          <thead>
+                            <tr className="bg-gray-50 text-xs text-gray-500">
+                              <th className="text-left px-4 py-2 w-20">Methode</th>
+                              <th className="text-left px-4 py-2">Pfad</th>
+                              <th className="text-left px-4 py-2">Beschreibung</th>
+                              <th className="text-left px-4 py-2 w-24">Exposure</th>
+                            </tr>
+                          </thead>
+                          <tbody>
+                            {m.endpoints.map((e, i) => {
+                              const endpointExposure = e.exposure || m.exposure
+                              const hasOverride = e.exposure && e.exposure !== m.exposure
+                              return (
+                                <tr
+                                  key={`${e.method}-${e.path}-${i}`}
+                                  className="border-t border-gray-50 hover:bg-gray-50/50 transition-colors"
+                                >
+                                  <td className="px-4 py-2">
+                                    <span className={`inline-block text-[11px] font-mono font-bold px-2 py-0.5 rounded ${METHOD_COLORS[e.method]}`}>
+                                      {e.method}
+                                    </span>
+                                  </td>
+                                  <td className="px-4 py-2 font-mono text-xs text-gray-800">
+                                    {e.path}
+                                  </td>
+                                  <td className="px-4 py-2 text-xs text-gray-600">
+                                    {e.description}
+                                  </td>
+                                  <td className="px-4 py-2">
+                                    {hasOverride ? (
+                                      <ExposureBadge exposure={endpointExposure} />
+                                    ) : (
+                                      <span className="text-[10px] text-gray-300">—</span>
+                                    )}
+                                  </td>
+                                </tr>
+                              )
+                            })}
+                          </tbody>
+                        </table>
+                      </div>
+                    )}
+                  </div>
+                )
+              })}
+            </div>
+
+            {filteredModules.length === 0 && (
+              <div className="text-center py-12 text-gray-400">
+                <svg className="w-12 h-12 mx-auto mb-3" fill="none" stroke="currentColor" viewBox="0 0 24 24">
+                  <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={1.5} d="M21 21l-6-6m2-5a7 7 0 11-14 0 7 7 0 0114 0z" />
+                </svg>
+                <p className="text-sm">Keine Endpoints gefunden</p>
+                <p className="text-xs mt-1">Suchbegriff oder Filter anpassen</p>
+              </div>
+            )}
+          </div>
+        </div>
+      </div>
+    </div>
+  )
+}

admin-compliance/app/sdk/architecture/architecture-data.ts

@@ -160,6 +160,13 @@ export const ARCH_SERVICES: ArchService[] = [
       'security_backlog', 'quality_entries',
       'notfallplan_incidents', 'notfallplan_templates',
       'data_processing_agreement',
+      'vendor_vendors', 'vendor_contracts', 'vendor_findings',
+      'vendor_control_instances', 'compliance_templates',
+      'compliance_isms_scope', 'compliance_isms_context', 'compliance_isms_policy',
+      'compliance_security_objectives', 'compliance_soa',
+      'compliance_audit_findings', 'compliance_corrective_actions',
+      'compliance_management_reviews', 'compliance_internal_audits',
+      'compliance_audit_trail', 'compliance_isms_readiness_checks',
     ],
     ragCollections: [],
     apiEndpoints: [
@@ -173,6 +180,20 @@ export const ARCH_SERVICES: ArchService[] = [
       'CRUD /api/compliance/vvt',
       'CRUD /api/compliance/loeschfristen',
       'CRUD /api/compliance/obligations',
+      'CRUD /api/sdk/v1/vendor-compliance/vendors',
+      'CRUD /api/sdk/v1/vendor-compliance/contracts',
+      'CRUD /api/sdk/v1/vendor-compliance/findings',
+      'CRUD /api/sdk/v1/vendor-compliance/control-instances',
+      'CRUD /api/isms/scope',
+      'CRUD /api/isms/policies',
+      'CRUD /api/isms/objectives',
+      'CRUD /api/isms/soa',
+      'CRUD /api/isms/findings',
+      'CRUD /api/isms/capa',
+      'CRUD /api/isms/management-reviews',
+      'CRUD /api/isms/internal-audits',
+      'GET /api/isms/overview',
+      'POST /api/isms/readiness-check',
       'CRUD /api/compliance/legal-documents',
       'CRUD /api/compliance/legal-templates',
     ],
@@ -188,7 +209,7 @@ export const ARCH_SERVICES: ArchService[] = [
     url: 'https://macmini:8093',
     container: 'bp-compliance-ai-sdk',
     description: 'KI-konforme Compliance-Analyse: UCCA, Training, RAG-Suche, IACE, Portfolio, Roadmap, Workshop.',
-    descriptionLong: 'Der AI Compliance SDK Service ist in Go geschrieben und bietet KI-gestuetzte Compliance-Analysen. Er fuehrt UCCA-Bewertungen (Use Case Compliance Assessments) durch, verwaltet Schulungsmodule mit Fortschrittstracking und durchsucht Rechtstexte per RAG (Retrieval Augmented Generation) ueber Qdrant. Als LLM wird primaer Ollama (qwen3:30b-a3b) lokal genutzt, mit Fallback auf Claude Sonnet ueber die Anthropic API.',
+    descriptionLong: 'Der AI Compliance SDK Service ist in Go geschrieben und bietet KI-gestuetzte Compliance-Analysen. Er fuehrt UCCA-Bewertungen (Use Case Compliance Assessments) durch, verwaltet Schulungsmodule mit Fortschrittstracking und durchsucht Rechtstexte per RAG (Retrieval Augmented Generation) ueber Qdrant. Als LLM wird primaer Ollama (qwen3.5:35b-a3b) lokal genutzt, mit Fallback auf Claude Sonnet ueber die Anthropic API.',
     dbTables: [
       'ai_assessments', 'ai_training_modules', 'ai_training_progress',
     ],
@@ -252,12 +273,12 @@ export const ARCH_SERVICES: ArchService[] = [
     name: 'PostgreSQL',
     nameShort: 'PostgreSQL',
     layer: 'infrastructure',
-    tech: 'PostgreSQL 16',
-    port: 5432,
+    tech: 'PostgreSQL 17',
+    port: 54321,
     url: null,
-    container: 'bp-core-postgres',
-    description: 'Zentrale Datenbank. Schemas: compliance, core, public. Shared mit breakpilot-core.',
-    descriptionLong: 'PostgreSQL ist die gemeinsame Datenbank fuer das gesamte BreakPilot-Oekosystem. Das compliance-Schema enthaelt alle Compliance-spezifischen Tabellen, waehrend core und public von breakpilot-core bereitgestellt werden. Der search_path ist auf compliance,core,public konfiguriert, sodass Services transparent auf Schema-uebergreifende Daten zugreifen koennen.',
+    container: '46.225.100.82:54321 (extern)',
+    description: 'Externe PostgreSQL-Instanz (Hetzner/meghshakka). Schemas: compliance (51 Tabellen) + public (33 compliance_*-Tabellen). Migriert 2026-03-06.',
+    descriptionLong: 'Die Compliance-Daten liegen seit 2026-03-06 auf einer dedizierten externen PostgreSQL 17-Instanz bei Hetzner (meghshakka, 46.225.100.82:54321). Das compliance-Schema umfasst 51 Tabellen fuer Risiken, Kontrollen, VVT, DSFA, Einwilligungen, Loeschfristen u.v.m. Weitere 33 compliance_*-Tabellen befinden sich im public-Schema (Tenants, Namespaces, LLM-Policies, Legal Documents etc.). Die Verbindung ist TLS-verschluesselt (sslmode=require). Die lokale bp-core-postgres auf dem Mac Mini wird exklusiv von breakpilot-lehrer (NIBIS-Daten) genutzt.',
     dbTables: [],
     ragCollections: [],
     apiEndpoints: [],
@@ -284,12 +305,12 @@ export const ARCH_SERVICES: ArchService[] = [
     name: 'Qdrant',
     nameShort: 'Qdrant',
     layer: 'infrastructure',
-    tech: 'Qdrant',
-    port: 6333,
-    url: null,
-    container: 'bp-core-qdrant',
-    description: 'Vektor-Datenbank fuer RAG-Compliance-Suche. Collections: DSGVO, AI Act, BDSG, TTDSG.',
-    descriptionLong: 'Qdrant speichert Vektorembeddings von Rechtstexten und Compliance-Dokumenten in thematischen Collections (DSGVO, AI Act, BDSG, TTDSG, Templates). Der AI Compliance SDK nutzt diese fuer semantische Suchen — Nutzer koennen so in natuerlicher Sprache nach relevanten Gesetzespassagen und Compliance-Anforderungen suchen, ohne exakte Suchbegriffe kennen zu muessen.',
+    tech: 'Qdrant Cloud',
+    port: 443,
+    url: 'https://qdrant-dev.breakpilot.ai',
+    container: 'qdrant-dev.breakpilot.ai (extern)',
+    description: 'Externe Vektor-Datenbank (Hetzner/meghshakka). RAG-Compliance-Suche. Collections: DSGVO, AI Act, BDSG, TTDSG. Migriert 2026-03-06.',
+    descriptionLong: 'Qdrant laeuft seit 2026-03-06 als externe Instanz auf qdrant-dev.breakpilot.ai (Hetzner/meghshakka). Es speichert Vektorembeddings von Rechtstexten und Compliance-Dokumenten in thematischen Collections. Der AI Compliance SDK verbindet sich per HTTPS mit API-Key-Authentifizierung. Durch die externe Instanz skaliert der Vektorspeicher unabhaengig vom Mac Mini.',
     dbTables: [],
     ragCollections: [
       'bp_dsgvo', 'bp_ai_act', 'bp_bdsg', 'bp_ttdsg',
@@ -300,15 +321,15 @@ export const ARCH_SERVICES: ArchService[] = [
   },
   {
     id: 'minio',
-    name: 'MinIO',
-    nameShort: 'MinIO',
+    name: 'Hetzner Object Storage',
+    nameShort: 'Object Storage',
     layer: 'infrastructure',
-    tech: 'MinIO',
-    port: 9000,
-    url: null,
-    container: 'bp-core-minio',
-    description: 'Object Storage fuer TTS-Audio, generierte Videos und Dokument-Uploads.',
-    descriptionLong: 'MinIO stellt S3-kompatiblen Object Storage bereit und wird von breakpilot-core verwaltet. Der Compliance-Stack nutzt es primaer fuer generierte Schulungsvideos und Audio-Dateien aus dem TTS-Service. Durch die S3-API-Kompatibilitaet koennen Standard-AWS-SDKs fuer den Zugriff verwendet werden.',
+    tech: 'S3-kompatibel',
+    port: 443,
+    url: 'https://nbg1.your-objectstorage.com',
+    container: 'nbg1.your-objectstorage.com (extern)',
+    description: 'Externer S3-kompatibler Object Storage (Hetzner Nuernberg). TTS-Audio, generierte Videos. Migriert 2026-03-06.',
+    descriptionLong: 'Der Object Storage laeuft seit 2026-03-06 auf dem Hetzner-Standort Nuernberg (nbg1.your-objectstorage.com) und ist vollstaendig S3-kompatibel. Der Compliance TTS-Service speichert dort generierte Schulungsvideos und Audio-Dateien. Die Verbindung ist TLS-verschluesselt (MINIO_SECURE=true). Die lokale bp-core-minio-Instanz auf dem Mac Mini wird nicht mehr vom Compliance-Stack genutzt.',
     dbTables: [],
     ragCollections: [],
     apiEndpoints: [],
@@ -323,8 +344,8 @@ export const ARCH_SERVICES: ArchService[] = [
     port: 11434,
     url: null,
     container: 'bp-core-ollama',
-    description: 'Lokaler LLM-Server. Modell: qwen3:30b-a3b. Fallback: Claude Sonnet via Anthropic API.',
-    descriptionLong: 'Ollama hostet ein lokales Large Language Model (qwen3:30b-a3b) fuer Compliance-Analysen, Textgenerierung und UCCA-Bewertungen. Durch die lokale Ausfuehrung bleiben alle Daten im eigenen Netzwerk — ein zentraler Vorteil fuer DSGVO-Konformitaet. Ist das lokale Modell nicht verfuegbar oder die Aufgabe zu komplex, wird automatisch auf Claude Sonnet ueber die Anthropic API zurueckgegriffen.',
+    description: 'Lokaler LLM-Server. Modell: qwen3.5:35b-a3b. Fallback: Claude Sonnet via Anthropic API.',
+    descriptionLong: 'Ollama hostet ein lokales Large Language Model (qwen3.5:35b-a3b) fuer Compliance-Analysen, Textgenerierung und UCCA-Bewertungen. Durch die lokale Ausfuehrung bleiben alle Daten im eigenen Netzwerk — ein zentraler Vorteil fuer DSGVO-Konformitaet. Ist das lokale Modell nicht verfuegbar oder die Aufgabe zu komplex, wird automatisch auf Claude Sonnet ueber die Anthropic API zurueckgegriffen.',
     dbTables: [],
     ragCollections: [],
     apiEndpoints: [],

admin-compliance/app/sdk/assertions/page.tsx

@@ -0,0 +1,468 @@
+'use client'
+
+import React, { useState, useEffect } from 'react'
+
+// =============================================================================
+// TYPES
+// =============================================================================
+
+interface Assertion {
+  id: string
+  tenant_id: string | null
+  entity_type: string
+  entity_id: string
+  sentence_text: string
+  sentence_index: number
+  assertion_type: string // 'assertion' | 'fact' | 'rationale'
+  evidence_ids: string[]
+  confidence: number
+  normative_tier: string | null // 'pflicht' | 'empfehlung' | 'kann'
+  verified_by: string | null
+  verified_at: string | null
+  created_at: string | null
+  updated_at: string | null
+}
+
+interface AssertionSummary {
+  total_assertions: number
+  total_facts: number
+  total_rationale: number
+  unverified_count: number
+}
+
+// =============================================================================
+// CONSTANTS
+// =============================================================================
+
+const TIER_COLORS: Record<string, string> = {
+  pflicht: 'bg-red-100 text-red-700',
+  empfehlung: 'bg-yellow-100 text-yellow-700',
+  kann: 'bg-blue-100 text-blue-700',
+}
+
+const TIER_LABELS: Record<string, string> = {
+  pflicht: 'Pflicht',
+  empfehlung: 'Empfehlung',
+  kann: 'Kann',
+}
+
+const TYPE_COLORS: Record<string, string> = {
+  assertion: 'bg-orange-100 text-orange-700',
+  fact: 'bg-green-100 text-green-700',
+  rationale: 'bg-purple-100 text-purple-700',
+}
+
+const TYPE_LABELS: Record<string, string> = {
+  assertion: 'Behauptung',
+  fact: 'Fakt',
+  rationale: 'Begruendung',
+}
+
+const API_BASE = '/api/sdk/v1/compliance'
+
+type TabKey = 'overview' | 'list' | 'extract'
+
+// =============================================================================
+// ASSERTION CARD
+// =============================================================================
+
+function AssertionCard({
+  assertion,
+  onVerify,
+}: {
+  assertion: Assertion
+  onVerify: (id: string) => void
+}) {
+  const tierColor = assertion.normative_tier ? TIER_COLORS[assertion.normative_tier] || 'bg-gray-100 text-gray-600' : 'bg-gray-100 text-gray-600'
+  const tierLabel = assertion.normative_tier ? TIER_LABELS[assertion.normative_tier] || assertion.normative_tier : '—'
+  const typeColor = TYPE_COLORS[assertion.assertion_type] || 'bg-gray-100 text-gray-600'
+  const typeLabel = TYPE_LABELS[assertion.assertion_type] || assertion.assertion_type
+
+  return (
+    <div className="bg-white rounded-xl border border-gray-200 p-5">
+      <div className="flex items-start justify-between gap-3">
+        <div className="flex-1">
+          <div className="flex items-center gap-2 mb-2">
+            <span className={`px-2 py-0.5 text-xs rounded font-medium ${tierColor}`}>
+              {tierLabel}
+            </span>
+            <span className={`px-2 py-0.5 text-xs rounded ${typeColor}`}>
+              {typeLabel}
+            </span>
+            {assertion.entity_type && (
+              <span className="px-2 py-0.5 text-xs bg-gray-100 text-gray-500 rounded">
+                {assertion.entity_type}: {assertion.entity_id?.slice(0, 8) || '—'}
+              </span>
+            )}
+            {assertion.confidence > 0 && (
+              <span className="text-xs text-gray-400">
+                Konfidenz: {(assertion.confidence * 100).toFixed(0)}%
+              </span>
+            )}
+          </div>
+          <p className="text-sm text-gray-900 leading-relaxed">
+            &ldquo;{assertion.sentence_text}&rdquo;
+          </p>
+          <div className="mt-2 flex items-center gap-3 text-xs text-gray-400">
+            {assertion.verified_by && (
+              <span className="text-green-600">
+                Verifiziert von {assertion.verified_by} am {assertion.verified_at ? new Date(assertion.verified_at).toLocaleDateString('de-DE') : '—'}
+              </span>
+            )}
+            {assertion.evidence_ids.length > 0 && (
+              <span>
+                {assertion.evidence_ids.length} Evidence verknuepft
+              </span>
+            )}
+          </div>
+        </div>
+        <div className="flex flex-col gap-1">
+          {assertion.assertion_type !== 'fact' && (
+            <button
+              onClick={() => onVerify(assertion.id)}
+              className="px-3 py-1.5 text-xs bg-green-600 text-white rounded-lg hover:bg-green-700 transition-colors whitespace-nowrap"
+            >
+              Als Fakt pruefen
+            </button>
+          )}
+        </div>
+      </div>
+    </div>
+  )
+}
+
+// =============================================================================
+// MAIN PAGE
+// =============================================================================
+
+export default function AssertionsPage() {
+  const [activeTab, setActiveTab] = useState<TabKey>('overview')
+  const [summary, setSummary] = useState<AssertionSummary | null>(null)
+  const [assertions, setAssertions] = useState<Assertion[]>([])
+  const [loading, setLoading] = useState(true)
+  const [error, setError] = useState<string | null>(null)
+
+  // Filters
+  const [filterEntityType, setFilterEntityType] = useState('')
+  const [filterAssertionType, setFilterAssertionType] = useState('')
+
+  // Extract tab
+  const [extractText, setExtractText] = useState('')
+  const [extractEntityType, setExtractEntityType] = useState('control')
+  const [extractEntityId, setExtractEntityId] = useState('')
+  const [extracting, setExtracting] = useState(false)
+  const [extractedAssertions, setExtractedAssertions] = useState<Assertion[]>([])
+
+  // Verify dialog
+  const [verifyingId, setVerifyingId] = useState<string | null>(null)
+  const [verifyEmail, setVerifyEmail] = useState('')
+
+  useEffect(() => {
+    loadSummary()
+  }, [])
+
+  useEffect(() => {
+    if (activeTab === 'list') loadAssertions()
+  }, [activeTab, filterEntityType, filterAssertionType]) // eslint-disable-line react-hooks/exhaustive-deps
+
+  const loadSummary = async () => {
+    try {
+      const res = await fetch(`${API_BASE}/assertions/summary`)
+      if (res.ok) setSummary(await res.json())
+    } catch { /* silent */ }
+    finally { setLoading(false) }
+  }
+
+  const loadAssertions = async () => {
+    setLoading(true)
+    try {
+      const params = new URLSearchParams()
+      if (filterEntityType) params.set('entity_type', filterEntityType)
+      if (filterAssertionType) params.set('assertion_type', filterAssertionType)
+      params.set('limit', '200')
+
+      const res = await fetch(`${API_BASE}/assertions?${params}`)
+      if (res.ok) {
+        const data = await res.json()
+        setAssertions(data.assertions || [])
+      }
+    } catch {
+      setError('Assertions konnten nicht geladen werden')
+    } finally {
+      setLoading(false)
+    }
+  }
+
+  const handleExtract = async () => {
+    if (!extractText.trim()) { setError('Bitte Text eingeben'); return }
+    setExtracting(true)
+    setError(null)
+    setExtractedAssertions([])
+    try {
+      const res = await fetch(`${API_BASE}/assertions/extract`, {
+        method: 'POST',
+        headers: { 'Content-Type': 'application/json' },
+        body: JSON.stringify({
+          text: extractText,
+          entity_type: extractEntityType || 'control',
+          entity_id: extractEntityId || undefined,
+        }),
+      })
+      if (!res.ok) {
+        const err = await res.json().catch(() => ({ detail: 'Extraktion fehlgeschlagen' }))
+        throw new Error(typeof err.detail === 'string' ? err.detail : JSON.stringify(err.detail))
+      }
+      const data = await res.json()
+      setExtractedAssertions(data.assertions || [])
+      // Refresh summary
+      loadSummary()
+    } catch (err) {
+      setError(err instanceof Error ? err.message : 'Extraktion fehlgeschlagen')
+    } finally {
+      setExtracting(false)
+    }
+  }
+
+  const handleVerify = async (assertionId: string) => {
+    setVerifyingId(assertionId)
+  }
+
+  const submitVerify = async () => {
+    if (!verifyingId || !verifyEmail.trim()) return
+    try {
+      const res = await fetch(`${API_BASE}/assertions/${verifyingId}/verify?verified_by=${encodeURIComponent(verifyEmail)}`, {
+        method: 'POST',
+      })
+      if (res.ok) {
+        setVerifyingId(null)
+        setVerifyEmail('')
+        loadAssertions()
+        loadSummary()
+      } else {
+        const err = await res.json().catch(() => ({ detail: 'Verifizierung fehlgeschlagen' }))
+        setError(typeof err.detail === 'string' ? err.detail : 'Verifizierung fehlgeschlagen')
+      }
+    } catch {
+      setError('Netzwerkfehler')
+    }
+  }
+
+  const tabs: { key: TabKey; label: string }[] = [
+    { key: 'overview', label: 'Uebersicht' },
+    { key: 'list', label: 'Assertion-Liste' },
+    { key: 'extract', label: 'Extraktion' },
+  ]
+
+  return (
+    <div className="space-y-6">
+      {/* Header */}
+      <div className="bg-white rounded-xl shadow-sm border p-6">
+        <h1 className="text-2xl font-bold text-slate-900">Assertions</h1>
+        <p className="text-slate-500 mt-1">
+          Behauptungen vs. Fakten in Compliance-Texten trennen und verifizieren.
+        </p>
+      </div>
+
+      {/* Tabs */}
+      <div className="bg-white rounded-xl shadow-sm border">
+        <div className="flex border-b">
+          {tabs.map(tab => (
+            <button
+              key={tab.key}
+              onClick={() => setActiveTab(tab.key)}
+              className={`px-6 py-3 text-sm font-medium transition-colors ${
+                activeTab === tab.key
+                  ? 'text-purple-600 border-b-2 border-purple-600'
+                  : 'text-slate-500 hover:text-slate-700'
+              }`}
+            >
+              {tab.label}
+            </button>
+          ))}
+        </div>
+      </div>
+
+      {/* Error */}
+      {error && (
+        <div className="p-4 bg-red-50 border border-red-200 rounded-lg text-red-700 flex items-center justify-between">
+          <span>{error}</span>
+          <button onClick={() => setError(null)} className="text-red-500 hover:text-red-700">&times;</button>
+        </div>
+      )}
+
+      {/* ============================================================ */}
+      {/* TAB: Uebersicht */}
+      {/* ============================================================ */}
+      {activeTab === 'overview' && (
+        <>
+          {loading ? (
+            <div className="flex justify-center py-12">
+              <div className="animate-spin rounded-full h-8 w-8 border-b-2 border-purple-600" />
+            </div>
+          ) : summary ? (
+            <div className="grid grid-cols-1 md:grid-cols-4 gap-4">
+              <div className="bg-white rounded-xl border border-gray-200 p-6">
+                <div className="text-sm text-gray-500">Gesamt Assertions</div>
+                <div className="text-3xl font-bold text-gray-900">{summary.total_assertions}</div>
+              </div>
+              <div className="bg-white rounded-xl border border-green-200 p-6">
+                <div className="text-sm text-green-600">Verifizierte Fakten</div>
+                <div className="text-3xl font-bold text-green-600">{summary.total_facts}</div>
+              </div>
+              <div className="bg-white rounded-xl border border-purple-200 p-6">
+                <div className="text-sm text-purple-600">Begruendungen</div>
+                <div className="text-3xl font-bold text-purple-600">{summary.total_rationale}</div>
+              </div>
+              <div className="bg-white rounded-xl border border-orange-200 p-6">
+                <div className="text-sm text-orange-600">Unverifizizt</div>
+                <div className="text-3xl font-bold text-orange-600">{summary.unverified_count}</div>
+              </div>
+            </div>
+          ) : (
+            <div className="bg-white rounded-xl border border-gray-200 p-12 text-center">
+              <p className="text-gray-500">Keine Assertions vorhanden. Nutzen Sie die Extraktion, um Behauptungen aus Texten zu identifizieren.</p>
+            </div>
+          )}
+        </>
+      )}
+
+      {/* ============================================================ */}
+      {/* TAB: Assertion-Liste */}
+      {/* ============================================================ */}
+      {activeTab === 'list' && (
+        <>
+          {/* Filters */}
+          <div className="flex items-center gap-4 flex-wrap">
+            <div>
+              <label className="block text-xs text-gray-500 mb-1">Entity-Typ</label>
+              <select value={filterEntityType} onChange={e => setFilterEntityType(e.target.value)}
+                className="px-3 py-1.5 border border-gray-300 rounded-lg text-sm focus:ring-2 focus:ring-purple-500 focus:border-transparent">
+                <option value="">Alle</option>
+                <option value="control">Control</option>
+                <option value="evidence">Evidence</option>
+                <option value="requirement">Requirement</option>
+              </select>
+            </div>
+            <div>
+              <label className="block text-xs text-gray-500 mb-1">Assertion-Typ</label>
+              <select value={filterAssertionType} onChange={e => setFilterAssertionType(e.target.value)}
+                className="px-3 py-1.5 border border-gray-300 rounded-lg text-sm focus:ring-2 focus:ring-purple-500 focus:border-transparent">
+                <option value="">Alle</option>
+                <option value="assertion">Behauptung</option>
+                <option value="fact">Fakt</option>
+                <option value="rationale">Begruendung</option>
+              </select>
+            </div>
+          </div>
+
+          {loading ? (
+            <div className="flex justify-center py-12">
+              <div className="animate-spin rounded-full h-8 w-8 border-b-2 border-purple-600" />
+            </div>
+          ) : assertions.length === 0 ? (
+            <div className="bg-white rounded-xl border border-gray-200 p-12 text-center">
+              <p className="text-gray-500">Keine Assertions gefunden.</p>
+            </div>
+          ) : (
+            <div className="space-y-3">
+              <p className="text-sm text-gray-500">{assertions.length} Assertions</p>
+              {assertions.map(a => (
+                <AssertionCard key={a.id} assertion={a} onVerify={handleVerify} />
+              ))}
+            </div>
+          )}
+        </>
+      )}
+
+      {/* ============================================================ */}
+      {/* TAB: Extraktion */}
+      {/* ============================================================ */}
+      {activeTab === 'extract' && (
+        <div className="bg-white rounded-xl shadow-sm border p-6">
+          <h3 className="text-lg font-semibold text-gray-900 mb-4">Assertions aus Text extrahieren</h3>
+          <p className="text-sm text-gray-500 mb-4">
+            Geben Sie einen Compliance-Text ein. Das System identifiziert automatisch Behauptungen, Fakten und Begruendungen.
+          </p>
+
+          <div className="grid grid-cols-2 gap-4 mb-4">
+            <div>
+              <label className="block text-sm font-medium text-gray-700 mb-1">Entity-Typ</label>
+              <select value={extractEntityType} onChange={e => setExtractEntityType(e.target.value)}
+                className="w-full border border-gray-300 rounded-lg px-3 py-2 text-sm focus:ring-2 focus:ring-purple-500 focus:border-transparent">
+                <option value="control">Control</option>
+                <option value="evidence">Evidence</option>
+                <option value="requirement">Requirement</option>
+                <option value="policy">Policy</option>
+              </select>
+            </div>
+            <div>
+              <label className="block text-sm font-medium text-gray-700 mb-1">Entity-ID (optional)</label>
+              <input type="text" value={extractEntityId} onChange={e => setExtractEntityId(e.target.value)}
+                placeholder="z.B. GOV-001 oder UUID"
+                className="w-full border border-gray-300 rounded-lg px-3 py-2 text-sm focus:ring-2 focus:ring-purple-500 focus:border-transparent" />
+            </div>
+          </div>
+
+          <div className="mb-4">
+            <label className="block text-sm font-medium text-gray-700 mb-1">Text</label>
+            <textarea
+              value={extractText}
+              onChange={e => setExtractText(e.target.value)}
+              placeholder="Die Organisation muss ein ISMS gemaess ISO 27001 implementieren. Es sollte regelmaessig ein internes Audit durchgefuehrt werden. Optional kann ein externer Auditor hinzugezogen werden."
+              rows={6}
+              className="w-full border border-gray-300 rounded-lg px-3 py-2 text-sm focus:ring-2 focus:ring-purple-500 focus:border-transparent resize-none"
+            />
+          </div>
+
+          <button
+            onClick={handleExtract}
+            disabled={extracting || !extractText.trim()}
+            className={`px-5 py-2 rounded-lg font-medium transition-colors ${
+              extracting || !extractText.trim()
+                ? 'bg-gray-200 text-gray-400 cursor-not-allowed'
+                : 'bg-purple-600 text-white hover:bg-purple-700'
+            }`}
+          >
+            {extracting ? 'Extrahiere...' : 'Extrahieren'}
+          </button>
+
+          {/* Extracted results */}
+          {extractedAssertions.length > 0 && (
+            <div className="mt-6">
+              <h4 className="text-sm font-semibold text-gray-800 mb-3">{extractedAssertions.length} Assertions extrahiert:</h4>
+              <div className="space-y-3">
+                {extractedAssertions.map(a => (
+                  <AssertionCard key={a.id} assertion={a} onVerify={handleVerify} />
+                ))}
+              </div>
+            </div>
+          )}
+        </div>
+      )}
+
+      {/* Verify Dialog */}
+      {verifyingId && (
+        <div className="fixed inset-0 z-50 flex items-center justify-center bg-black/50" onClick={() => setVerifyingId(null)}>
+          <div className="bg-white rounded-2xl shadow-xl w-full max-w-md mx-4 p-6" onClick={e => e.stopPropagation()}>
+            <h2 className="text-lg font-bold text-gray-900 mb-4">Als Fakt verifizieren</h2>
+            <div className="mb-4">
+              <label className="block text-sm font-medium text-gray-700 mb-1">Verifiziert von (E-Mail)</label>
+              <input type="email" value={verifyEmail} onChange={e => setVerifyEmail(e.target.value)}
+                placeholder="auditor@unternehmen.de"
+                className="w-full border border-gray-300 rounded-lg px-3 py-2 text-sm focus:ring-2 focus:ring-purple-500 focus:border-transparent" />
+            </div>
+            <div className="flex justify-end gap-3">
+              <button onClick={() => setVerifyingId(null)} className="px-4 py-2 text-sm text-gray-600 hover:bg-gray-100 rounded-lg transition-colors">
+                Abbrechen
+              </button>
+              <button onClick={submitVerify} disabled={!verifyEmail.trim()}
+                className="px-4 py-2 text-sm bg-green-600 text-white rounded-lg hover:bg-green-700 transition-colors disabled:opacity-50">
+                Verifizieren
+              </button>
+            </div>
+          </div>
+        </div>
+      )}
+    </div>
+  )
+}

admin-compliance/app/sdk/atomic-controls/page.tsx

@@ -0,0 +1,413 @@
+'use client'
+
+import { useState, useEffect, useCallback, useRef } from 'react'
+import {
+  Atom, Search, ChevronRight, ChevronLeft, Filter,
+  BarChart3, ChevronsLeft, ChevronsRight, ArrowUpDown,
+  Clock, RefreshCw,
+} from 'lucide-react'
+import {
+  CanonicalControl, BACKEND_URL,
+  SeverityBadge, StateBadge, CategoryBadge, TargetAudienceBadge,
+  GenerationStrategyBadge, ObligationTypeBadge, RegulationCountBadge,
+  CATEGORY_OPTIONS,
+} from '../control-library/components/helpers'
+import { ControlDetail } from '../control-library/components/ControlDetail'
+
+// =============================================================================
+// TYPES
+// =============================================================================
+
+interface AtomicStats {
+  total_active: number
+  total_duplicate: number
+  by_domain: Array<{ domain: string; count: number }>
+  by_regulation: Array<{ regulation: string; count: number }>
+  avg_regulation_coverage: number
+}
+
+// =============================================================================
+// ATOMIC CONTROLS PAGE
+// =============================================================================
+
+const PAGE_SIZE = 50
+
+export default function AtomicControlsPage() {
+  const [controls, setControls] = useState<CanonicalControl[]>([])
+  const [totalCount, setTotalCount] = useState(0)
+  const [stats, setStats] = useState<AtomicStats | null>(null)
+  const [selectedControl, setSelectedControl] = useState<CanonicalControl | null>(null)
+  const [loading, setLoading] = useState(true)
+  const [error, setError] = useState<string | null>(null)
+
+  // Filters
+  const [searchQuery, setSearchQuery] = useState('')
+  const [debouncedSearch, setDebouncedSearch] = useState('')
+  const [severityFilter, setSeverityFilter] = useState<string>('')
+  const [domainFilter, setDomainFilter] = useState<string>('')
+  const [categoryFilter, setCategoryFilter] = useState<string>('')
+  const [sortBy, setSortBy] = useState<'id' | 'newest' | 'oldest'>('id')
+
+  // Pagination
+  const [currentPage, setCurrentPage] = useState(1)
+
+  // Mode
+  const [mode, setMode] = useState<'list' | 'detail'>('list')
+
+  // Debounce search
+  const searchTimer = useRef<ReturnType<typeof setTimeout> | null>(null)
+  useEffect(() => {
+    if (searchTimer.current) clearTimeout(searchTimer.current)
+    searchTimer.current = setTimeout(() => setDebouncedSearch(searchQuery), 400)
+    return () => { if (searchTimer.current) clearTimeout(searchTimer.current) }
+  }, [searchQuery])
+
+  // Build query params
+  const buildParams = useCallback((extra?: Record<string, string>) => {
+    const p = new URLSearchParams()
+    p.set('control_type', 'atomic')
+    // Exclude duplicates — show only active masters
+    if (!extra?.release_state) {
+      // Don't filter by state for count queries that already have it
+    }
+    if (severityFilter) p.set('severity', severityFilter)
+    if (domainFilter) p.set('domain', domainFilter)
+    if (categoryFilter) p.set('category', categoryFilter)
+    if (debouncedSearch) p.set('search', debouncedSearch)
+    if (extra) for (const [k, v] of Object.entries(extra)) p.set(k, v)
+    return p.toString()
+  }, [severityFilter, domainFilter, categoryFilter, debouncedSearch])
+
+  // Load stats
+  const loadStats = useCallback(async () => {
+    try {
+      const res = await fetch(`${BACKEND_URL}?endpoint=atomic-stats`)
+      if (res.ok) setStats(await res.json())
+    } catch { /* ignore */ }
+  }, [])
+
+  // Load controls page
+  const loadControls = useCallback(async () => {
+    try {
+      setLoading(true)
+      const sortField = sortBy === 'id' ? 'control_id' : 'created_at'
+      const sortOrder = sortBy === 'newest' ? 'desc' : 'asc'
+      const offset = (currentPage - 1) * PAGE_SIZE
+
+      const qs = buildParams({
+        sort: sortField,
+        order: sortOrder,
+        limit: String(PAGE_SIZE),
+        offset: String(offset),
+      })
+
+      const countQs = buildParams()
+
+      const [ctrlRes, countRes] = await Promise.all([
+        fetch(`${BACKEND_URL}?endpoint=controls&${qs}`),
+        fetch(`${BACKEND_URL}?endpoint=controls-count&${countQs}`),
+      ])
+
+      if (ctrlRes.ok) setControls(await ctrlRes.json())
+      if (countRes.ok) {
+        const data = await countRes.json()
+        setTotalCount(data.total || 0)
+      }
+    } catch (err) {
+      setError(err instanceof Error ? err.message : 'Fehler beim Laden')
+    } finally {
+      setLoading(false)
+    }
+  }, [buildParams, sortBy, currentPage])
+
+  // Initial load
+  useEffect(() => { loadStats() }, [loadStats])
+  useEffect(() => { loadControls() }, [loadControls])
+  useEffect(() => { setCurrentPage(1) }, [severityFilter, domainFilter, categoryFilter, debouncedSearch, sortBy])
+
+  const totalPages = Math.max(1, Math.ceil(totalCount / PAGE_SIZE))
+
+  // Loading
+  if (loading && controls.length === 0) {
+    return (
+      <div className="flex items-center justify-center h-96">
+        <div className="animate-spin rounded-full h-8 w-8 border-2 border-violet-600 border-t-transparent" />
+      </div>
+    )
+  }
+
+  if (error) {
+    return (
+      <div className="flex items-center justify-center h-96">
+        <p className="text-red-600">{error}</p>
+      </div>
+    )
+  }
+
+  // DETAIL MODE
+  if (mode === 'detail' && selectedControl) {
+    return (
+      <div className="flex flex-col h-full">
+        <div className="flex-1 overflow-hidden">
+          <ControlDetail
+            ctrl={selectedControl}
+            onBack={() => { setMode('list'); setSelectedControl(null) }}
+            onEdit={() => {}}
+            onDelete={() => {}}
+            onReview={() => {}}
+            onNavigateToControl={async (controlId: string) => {
+              try {
+                const res = await fetch(`${BACKEND_URL}?endpoint=control&id=${controlId}`)
+                if (res.ok) {
+                  const data = await res.json()
+                  setSelectedControl(data)
+                }
+              } catch { /* ignore */ }
+            }}
+          />
+        </div>
+      </div>
+    )
+  }
+
+  // =========================================================================
+  // LIST VIEW
+  // =========================================================================
+
+  return (
+    <div className="flex flex-col h-full">
+      {/* Header */}
+      <div className="border-b border-gray-200 bg-white px-6 py-4">
+        <div className="flex items-center justify-between mb-4">
+          <div className="flex items-center gap-3">
+            <Atom className="w-6 h-6 text-violet-600" />
+            <div>
+              <h1 className="text-lg font-semibold text-gray-900">Atomare Controls</h1>
+              <p className="text-xs text-gray-500">
+                Deduplizierte atomare Controls mit Herkunftsnachweis
+              </p>
+            </div>
+          </div>
+          <button
+            onClick={() => { loadControls(); loadStats() }}
+            className="p-2 text-gray-400 hover:text-violet-600"
+            title="Aktualisieren"
+          >
+            <RefreshCw className={`w-4 h-4 ${loading ? 'animate-spin' : ''}`} />
+          </button>
+        </div>
+
+        {/* Stats Bar */}
+        {stats && (
+          <div className="grid grid-cols-4 gap-3 mb-4">
+            <div className="bg-violet-50 border border-violet-200 rounded-lg p-3">
+              <div className="text-2xl font-bold text-violet-700">{stats.total_active.toLocaleString('de-DE')}</div>
+              <div className="text-xs text-violet-500">Master Controls</div>
+            </div>
+            <div className="bg-gray-50 border border-gray-200 rounded-lg p-3">
+              <div className="text-2xl font-bold text-gray-600">{stats.total_duplicate.toLocaleString('de-DE')}</div>
+              <div className="text-xs text-gray-500">Duplikate (entfernt)</div>
+            </div>
+            <div className="bg-indigo-50 border border-indigo-200 rounded-lg p-3">
+              <div className="text-2xl font-bold text-indigo-700">{stats.by_regulation.length}</div>
+              <div className="text-xs text-indigo-500">Regulierungen</div>
+            </div>
+            <div className="bg-emerald-50 border border-emerald-200 rounded-lg p-3">
+              <div className="text-2xl font-bold text-emerald-700">{stats.avg_regulation_coverage}</div>
+              <div className="text-xs text-emerald-500">Avg. Regulierungen / Control</div>
+            </div>
+          </div>
+        )}
+
+        {/* Filters */}
+        <div className="space-y-3">
+          <div className="flex items-center gap-3">
+            <div className="relative flex-1">
+              <Search className="absolute left-3 top-1/2 -translate-y-1/2 w-4 h-4 text-gray-400" />
+              <input
+                type="text"
+                placeholder="Atomare Controls durchsuchen (ID, Titel, Objective)..."
+                value={searchQuery}
+                onChange={e => setSearchQuery(e.target.value)}
+                className="w-full pl-9 pr-4 py-2 text-sm border border-gray-300 rounded-lg focus:outline-none focus:ring-2 focus:ring-violet-500"
+              />
+            </div>
+          </div>
+          <div className="flex items-center gap-2 flex-wrap">
+            <Filter className="w-4 h-4 text-gray-400" />
+            <select
+              value={domainFilter}
+              onChange={e => setDomainFilter(e.target.value)}
+              className="text-sm border border-gray-300 rounded-lg px-2 py-1.5 focus:outline-none focus:ring-2 focus:ring-violet-500"
+            >
+              <option value="">Domain</option>
+              {stats?.by_domain.map(d => (
+                <option key={d.domain} value={d.domain}>{d.domain} ({d.count})</option>
+              ))}
+            </select>
+            <select
+              value={severityFilter}
+              onChange={e => setSeverityFilter(e.target.value)}
+              className="text-sm border border-gray-300 rounded-lg px-2 py-1.5 focus:outline-none focus:ring-2 focus:ring-violet-500"
+            >
+              <option value="">Schweregrad</option>
+              <option value="critical">Kritisch</option>
+              <option value="high">Hoch</option>
+              <option value="medium">Mittel</option>
+              <option value="low">Niedrig</option>
+            </select>
+            <select
+              value={categoryFilter}
+              onChange={e => setCategoryFilter(e.target.value)}
+              className="text-sm border border-gray-300 rounded-lg px-2 py-1.5 focus:outline-none focus:ring-2 focus:ring-violet-500"
+            >
+              <option value="">Kategorie</option>
+              {CATEGORY_OPTIONS.map(c => (
+                <option key={c.value} value={c.value}>{c.label}</option>
+              ))}
+            </select>
+            <span className="text-gray-300 mx-1">|</span>
+            <ArrowUpDown className="w-4 h-4 text-gray-400" />
+            <select
+              value={sortBy}
+              onChange={e => setSortBy(e.target.value as 'id' | 'newest' | 'oldest')}
+              className="text-sm border border-gray-300 rounded-lg px-2 py-1.5 focus:outline-none focus:ring-2 focus:ring-violet-500"
+            >
+              <option value="id">Sortierung: ID</option>
+              <option value="newest">Neueste zuerst</option>
+              <option value="oldest">Aelteste zuerst</option>
+            </select>
+          </div>
+        </div>
+      </div>
+
+      {/* Pagination Header */}
+      <div className="px-6 py-2 bg-gray-50 border-b border-gray-200 flex items-center justify-between text-xs text-gray-500">
+        <span>
+          {totalCount} Controls gefunden
+          {stats && totalCount !== stats.total_active && ` (von ${stats.total_active.toLocaleString('de-DE')} Master Controls)`}
+          {loading && <span className="ml-2 text-violet-500">Lade...</span>}
+        </span>
+        <span>Seite {currentPage} von {totalPages}</span>
+      </div>
+
+      {/* Control List */}
+      <div className="flex-1 overflow-y-auto p-6">
+        <div className="space-y-3">
+          {controls.map((ctrl) => (
+            <button
+              key={ctrl.control_id}
+              onClick={() => { setSelectedControl(ctrl); setMode('detail') }}
+              className="w-full text-left bg-white border border-gray-200 rounded-lg p-4 hover:border-violet-300 hover:shadow-sm transition-all group"
+            >
+              <div className="flex items-start justify-between">
+                <div className="flex-1 min-w-0">
+                  <div className="flex items-center gap-2 mb-1 flex-wrap">
+                    <span className="text-xs font-mono text-purple-600 bg-purple-50 px-1.5 py-0.5 rounded">{ctrl.control_id}</span>
+                    <SeverityBadge severity={ctrl.severity} />
+                    <StateBadge state={ctrl.release_state} />
+                    <CategoryBadge category={ctrl.category} />
+                    <TargetAudienceBadge audience={ctrl.target_audience} />
+                    <GenerationStrategyBadge strategy={ctrl.generation_strategy} pipelineInfo={ctrl} />
+                    <ObligationTypeBadge type={ctrl.generation_metadata?.obligation_type as string} />
+                  </div>
+                  <h3 className="text-sm font-medium text-gray-900 group-hover:text-violet-700">{ctrl.title}</h3>
+                  <p className="text-xs text-gray-500 mt-1 line-clamp-2">{ctrl.objective}</p>
+                  <div className="flex items-center gap-2 mt-2">
+                    {ctrl.source_citation?.source && (
+                      <>
+                        <span className="text-xs text-blue-600">
+                          {ctrl.source_citation.source}
+                          {ctrl.source_citation.article && ` ${ctrl.source_citation.article}`}
+                        </span>
+                        <span className="text-gray-300">|</span>
+                      </>
+                    )}
+                    {ctrl.parent_control_id && (
+                      <>
+                        <span className="text-xs text-violet-500">via {ctrl.parent_control_id}</span>
+                        <span className="text-gray-300">|</span>
+                      </>
+                    )}
+                    <Clock className="w-3 h-3 text-gray-400" />
+                    <span className="text-xs text-gray-400" title={ctrl.created_at}>
+                      {ctrl.created_at ? new Date(ctrl.created_at).toLocaleDateString('de-DE', { day: '2-digit', month: '2-digit', year: '2-digit' }) : '-'}
+                    </span>
+                  </div>
+                </div>
+                <ChevronRight className="w-4 h-4 text-gray-300 group-hover:text-violet-500 flex-shrink-0 mt-1 ml-4" />
+              </div>
+            </button>
+          ))}
+
+          {controls.length === 0 && !loading && (
+            <div className="text-center py-12 text-gray-400 text-sm">
+              Keine atomaren Controls gefunden.
+            </div>
+          )}
+        </div>
+
+        {/* Pagination Controls */}
+        {totalPages > 1 && (
+          <div className="flex items-center justify-center gap-2 mt-6 pb-4">
+            <button
+              onClick={() => setCurrentPage(1)}
+              disabled={currentPage === 1}
+              className="p-2 text-gray-500 hover:text-violet-600 disabled:opacity-30 disabled:cursor-not-allowed"
+            >
+              <ChevronsLeft className="w-4 h-4" />
+            </button>
+            <button
+              onClick={() => setCurrentPage(p => Math.max(1, p - 1))}
+              disabled={currentPage === 1}
+              className="p-2 text-gray-500 hover:text-violet-600 disabled:opacity-30 disabled:cursor-not-allowed"
+            >
+              <ChevronLeft className="w-4 h-4" />
+            </button>
+
+            {Array.from({ length: totalPages }, (_, i) => i + 1)
+              .filter(p => p === 1 || p === totalPages || Math.abs(p - currentPage) <= 2)
+              .reduce<(number | 'dots')[]>((acc, p, i, arr) => {
+                if (i > 0 && p - (arr[i - 1] as number) > 1) acc.push('dots')
+                acc.push(p)
+                return acc
+              }, [])
+              .map((p, i) =>
+                p === 'dots' ? (
+                  <span key={`dots-${i}`} className="px-1 text-gray-400">...</span>
+                ) : (
+                  <button
+                    key={p}
+                    onClick={() => setCurrentPage(p as number)}
+                    className={`w-8 h-8 text-sm rounded-lg ${
+                      currentPage === p
+                        ? 'bg-violet-600 text-white'
+                        : 'text-gray-600 hover:bg-violet-50 hover:text-violet-600'
+                    }`}
+                  >
+                    {p}
+                  </button>
+                )
+              )
+            }
+
+            <button
+              onClick={() => setCurrentPage(p => Math.min(totalPages, p + 1))}
+              disabled={currentPage === totalPages}
+              className="p-2 text-gray-500 hover:text-violet-600 disabled:opacity-30 disabled:cursor-not-allowed"
+            >
+              <ChevronRight className="w-4 h-4" />
+            </button>
+            <button
+              onClick={() => setCurrentPage(totalPages)}
+              disabled={currentPage === totalPages}
+              className="p-2 text-gray-500 hover:text-violet-600 disabled:opacity-30 disabled:cursor-not-allowed"
+            >
+              <ChevronsRight className="w-4 h-4" />
+            </button>
+          </div>
+        )}
+      </div>
+    </div>
+  )
+}

admin-compliance/app/sdk/audit-llm/page.tsx

@@ -0,0 +1,561 @@
+'use client'
+
+import React, { useState, useEffect, useCallback } from 'react'
+import { useSDK } from '@/lib/sdk'
+
+// =============================================================================
+// TYPES
+// =============================================================================
+
+interface LLMLogEntry {
+  id: string
+  user_id: string
+  namespace: string
+  model: string
+  provider: string
+  prompt_tokens: number
+  completion_tokens: number
+  total_tokens: number
+  pii_detected: boolean
+  pii_categories: string[]
+  redacted: boolean
+  duration_ms: number
+  status: string
+  created_at: string
+}
+
+interface UsageStats {
+  total_requests: number
+  total_tokens: number
+  total_prompt_tokens: number
+  total_completion_tokens: number
+  models_used: Record<string, number>
+  providers_used: Record<string, number>
+  avg_duration_ms: number
+  pii_detection_rate: number
+  period_start: string
+  period_end: string
+}
+
+interface ComplianceReport {
+  total_requests: number
+  pii_incidents: number
+  pii_rate: number
+  redaction_rate: number
+  policy_violations: number
+  top_pii_categories: Record<string, number>
+  namespace_breakdown: Record<string, { requests: number; pii_incidents: number }>
+  user_breakdown: Record<string, { requests: number; pii_incidents: number }>
+  period_start: string
+  period_end: string
+}
+
+type TabId = 'llm-log' | 'usage' | 'compliance'
+
+// =============================================================================
+// HELPERS
+// =============================================================================
+
+const API_BASE = '/api/sdk/v1/audit-llm'
+
+function formatDate(iso: string): string {
+  return new Date(iso).toLocaleString('de-DE', {
+    day: '2-digit', month: '2-digit', year: 'numeric',
+    hour: '2-digit', minute: '2-digit',
+  })
+}
+
+function formatNumber(n: number): string {
+  return n.toLocaleString('de-DE')
+}
+
+function formatDuration(ms: number): string {
+  if (ms < 1000) return `${ms}ms`
+  return `${(ms / 1000).toFixed(1)}s`
+}
+
+function getDateRange(period: string): { from: string; to: string } {
+  const now = new Date()
+  const to = now.toISOString().slice(0, 10)
+  const from = new Date(now)
+  switch (period) {
+    case '7d': from.setDate(from.getDate() - 7); break
+    case '30d': from.setDate(from.getDate() - 30); break
+    case '90d': from.setDate(from.getDate() - 90); break
+    default: from.setDate(from.getDate() - 7)
+  }
+  return { from: from.toISOString().slice(0, 10), to }
+}
+
+// =============================================================================
+// MAIN PAGE
+// =============================================================================
+
+export default function AuditLLMPage() {
+  const { state } = useSDK()
+  const [activeTab, setActiveTab] = useState<TabId>('llm-log')
+  const [period, setPeriod] = useState('7d')
+  const [loading, setLoading] = useState(false)
+  const [error, setError] = useState<string | null>(null)
+
+  // LLM Log state
+  const [logEntries, setLogEntries] = useState<LLMLogEntry[]>([])
+  const [logFilter, setLogFilter] = useState({ model: '', pii: '' })
+
+  // Usage state
+  const [usageStats, setUsageStats] = useState<UsageStats | null>(null)
+
+  // Compliance state
+  const [complianceReport, setComplianceReport] = useState<ComplianceReport | null>(null)
+
+  // ─── Load Data ───────────────────────────────────────────────────────
+
+  const loadLLMLog = useCallback(async () => {
+    setLoading(true)
+    setError(null)
+    try {
+      const { from, to } = getDateRange(period)
+      const params = new URLSearchParams({ from, to, limit: '100' })
+      if (logFilter.model) params.set('model', logFilter.model)
+      if (logFilter.pii === 'true') params.set('pii_detected', 'true')
+      if (logFilter.pii === 'false') params.set('pii_detected', 'false')
+
+      const res = await fetch(`${API_BASE}/llm?${params}`)
+      if (!res.ok) throw new Error(`HTTP ${res.status}`)
+      const data = await res.json()
+      setLogEntries(Array.isArray(data) ? data : data.entries || data.logs || [])
+    } catch (e) {
+      setError(e instanceof Error ? e.message : 'Fehler beim Laden')
+    } finally {
+      setLoading(false)
+    }
+  }, [period, logFilter])
+
+  const loadUsage = useCallback(async () => {
+    setLoading(true)
+    setError(null)
+    try {
+      const { from, to } = getDateRange(period)
+      const res = await fetch(`${API_BASE}/usage?from=${from}&to=${to}`)
+      if (!res.ok) throw new Error(`HTTP ${res.status}`)
+      const data = await res.json()
+      setUsageStats(data)
+    } catch (e) {
+      setError(e instanceof Error ? e.message : 'Fehler beim Laden')
+    } finally {
+      setLoading(false)
+    }
+  }, [period])
+
+  const loadCompliance = useCallback(async () => {
+    setLoading(true)
+    setError(null)
+    try {
+      const { from, to } = getDateRange(period)
+      const res = await fetch(`${API_BASE}/compliance-report?from=${from}&to=${to}`)
+      if (!res.ok) throw new Error(`HTTP ${res.status}`)
+      const data = await res.json()
+      setComplianceReport(data)
+    } catch (e) {
+      setError(e instanceof Error ? e.message : 'Fehler beim Laden')
+    } finally {
+      setLoading(false)
+    }
+  }, [period])
+
+  useEffect(() => {
+    if (activeTab === 'llm-log') loadLLMLog()
+    else if (activeTab === 'usage') loadUsage()
+    else if (activeTab === 'compliance') loadCompliance()
+  }, [activeTab, loadLLMLog, loadUsage, loadCompliance])
+
+  // ─── Export ──────────────────────────────────────────────────────────
+
+  const handleExport = async (type: 'llm' | 'general' | 'compliance', format: 'json' | 'csv') => {
+    try {
+      const { from, to } = getDateRange(period)
+      const res = await fetch(`${API_BASE}/export/${type}?from=${from}&to=${to}&format=${format}`)
+      if (!res.ok) throw new Error(`Export fehlgeschlagen: ${res.status}`)
+      const blob = await res.blob()
+      const url = URL.createObjectURL(blob)
+      const a = document.createElement('a')
+      a.href = url
+      a.download = `audit-${type}-${from}-${to}.${format}`
+      a.click()
+      URL.revokeObjectURL(url)
+    } catch (e) {
+      setError(e instanceof Error ? e.message : 'Export fehlgeschlagen')
+    }
+  }
+
+  // ─── Tabs ────────────────────────────────────────────────────────────
+
+  const tabs: { id: TabId; label: string }[] = [
+    { id: 'llm-log', label: 'LLM-Log' },
+    { id: 'usage', label: 'Nutzung' },
+    { id: 'compliance', label: 'Compliance' },
+  ]
+
+  return (
+    <div className="p-6 max-w-7xl mx-auto">
+      {/* Header */}
+      <div className="mb-6">
+        <h1 className="text-2xl font-bold text-gray-900">LLM Audit Dashboard</h1>
+        <p className="text-gray-500 mt-1">Monitoring und Compliance-Analyse der LLM-Operationen</p>
+      </div>
+
+      {/* Period + Tabs */}
+      <div className="flex items-center justify-between mb-6">
+        <div className="flex gap-1 bg-gray-100 rounded-lg p-1">
+          {tabs.map(tab => (
+            <button
+              key={tab.id}
+              onClick={() => setActiveTab(tab.id)}
+              className={`px-4 py-2 rounded-md text-sm font-medium transition-colors ${
+                activeTab === tab.id
+                  ? 'bg-white text-purple-700 shadow-sm'
+                  : 'text-gray-600 hover:text-gray-900'
+              }`}
+            >
+              {tab.label}
+            </button>
+          ))}
+        </div>
+        <div className="flex items-center gap-3">
+          <select
+            value={period}
+            onChange={e => setPeriod(e.target.value)}
+            className="border border-gray-300 rounded-lg px-3 py-2 text-sm"
+          >
+            <option value="7d">Letzte 7 Tage</option>
+            <option value="30d">Letzte 30 Tage</option>
+            <option value="90d">Letzte 90 Tage</option>
+          </select>
+          <button
+            onClick={() => {
+              if (activeTab === 'llm-log') handleExport('llm', 'csv')
+              else if (activeTab === 'compliance') handleExport('compliance', 'json')
+              else handleExport('general', 'csv')
+            }}
+            className="px-4 py-2 text-sm bg-gray-100 hover:bg-gray-200 rounded-lg transition-colors"
+          >
+            Export
+          </button>
+        </div>
+      </div>
+
+      {error && (
+        <div className="mb-4 p-3 bg-red-50 text-red-700 rounded-lg text-sm">{error}</div>
+      )}
+
+      {loading && (
+        <div className="flex items-center justify-center py-12">
+          <div className="w-8 h-8 border-4 border-purple-200 border-t-purple-600 rounded-full animate-spin" />
+        </div>
+      )}
+
+      {/* ── LLM-Log Tab ── */}
+      {!loading && activeTab === 'llm-log' && (
+        <div>
+          {/* Filters */}
+          <div className="flex gap-3 mb-4">
+            <input
+              type="text"
+              placeholder="Model filtern..."
+              value={logFilter.model}
+              onChange={e => setLogFilter(f => ({ ...f, model: e.target.value }))}
+              className="border border-gray-300 rounded-lg px-3 py-2 text-sm w-48"
+            />
+            <select
+              value={logFilter.pii}
+              onChange={e => setLogFilter(f => ({ ...f, pii: e.target.value }))}
+              className="border border-gray-300 rounded-lg px-3 py-2 text-sm"
+            >
+              <option value="">Alle PII-Status</option>
+              <option value="true">PII erkannt</option>
+              <option value="false">Kein PII</option>
+            </select>
+          </div>
+
+          {/* Table */}
+          <div className="overflow-x-auto bg-white rounded-xl border border-gray-200">
+            <table className="w-full text-sm">
+              <thead>
+                <tr className="border-b border-gray-200 bg-gray-50">
+                  <th className="text-left px-4 py-3 font-medium text-gray-600">Zeitpunkt</th>
+                  <th className="text-left px-4 py-3 font-medium text-gray-600">User</th>
+                  <th className="text-left px-4 py-3 font-medium text-gray-600">Model</th>
+                  <th className="text-right px-4 py-3 font-medium text-gray-600">Tokens</th>
+                  <th className="text-center px-4 py-3 font-medium text-gray-600">PII</th>
+                  <th className="text-right px-4 py-3 font-medium text-gray-600">Dauer</th>
+                  <th className="text-center px-4 py-3 font-medium text-gray-600">Status</th>
+                </tr>
+              </thead>
+              <tbody>
+                {logEntries.length === 0 ? (
+                  <tr>
+                    <td colSpan={7} className="text-center py-8 text-gray-400">
+                      Keine Log-Eintraege im gewaehlten Zeitraum
+                    </td>
+                  </tr>
+                ) : logEntries.map(entry => (
+                  <tr key={entry.id} className="border-b border-gray-100 hover:bg-gray-50">
+                    <td className="px-4 py-3 text-gray-500">{formatDate(entry.created_at)}</td>
+                    <td className="px-4 py-3 font-mono text-xs">{entry.user_id?.slice(0, 8)}...</td>
+                    <td className="px-4 py-3">
+                      <span className="px-2 py-0.5 bg-blue-50 text-blue-700 rounded text-xs font-medium">
+                        {entry.model}
+                      </span>
+                    </td>
+                    <td className="px-4 py-3 text-right font-mono">{formatNumber(entry.total_tokens)}</td>
+                    <td className="px-4 py-3 text-center">
+                      {entry.pii_detected ? (
+                        <span className="px-2 py-0.5 bg-red-50 text-red-700 rounded text-xs font-medium">
+                          {entry.redacted ? 'Redacted' : 'Erkannt'}
+                        </span>
+                      ) : (
+                        <span className="text-gray-400 text-xs">-</span>
+                      )}
+                    </td>
+                    <td className="px-4 py-3 text-right text-gray-500">{formatDuration(entry.duration_ms)}</td>
+                    <td className="px-4 py-3 text-center">
+                      <span className={`px-2 py-0.5 rounded text-xs font-medium ${
+                        entry.status === 'success' ? 'bg-green-50 text-green-700' : 'bg-red-50 text-red-700'
+                      }`}>
+                        {entry.status}
+                      </span>
+                    </td>
+                  </tr>
+                ))}
+              </tbody>
+            </table>
+          </div>
+          <div className="mt-2 text-xs text-gray-400">{logEntries.length} Eintraege</div>
+        </div>
+      )}
+
+      {/* ── Nutzung Tab ── */}
+      {!loading && activeTab === 'usage' && usageStats && (
+        <div>
+          {/* Stats Cards */}
+          <div className="grid grid-cols-1 md:grid-cols-4 gap-4 mb-6">
+            <StatCard label="Requests gesamt" value={formatNumber(usageStats.total_requests)} />
+            <StatCard label="Tokens gesamt" value={formatNumber(usageStats.total_tokens)} />
+            <StatCard label="Avg. Dauer" value={formatDuration(usageStats.avg_duration_ms)} />
+            <StatCard
+              label="PII-Rate"
+              value={`${(usageStats.pii_detection_rate * 100).toFixed(1)}%`}
+              highlight={usageStats.pii_detection_rate > 0.1}
+            />
+          </div>
+
+          {/* Token Breakdown */}
+          <div className="grid grid-cols-1 md:grid-cols-2 gap-6">
+            <div className="bg-white rounded-xl border border-gray-200 p-5">
+              <h3 className="font-semibold text-gray-900 mb-4">Model-Nutzung</h3>
+              {Object.entries(usageStats.models_used || {}).length === 0 ? (
+                <p className="text-gray-400 text-sm">Keine Daten</p>
+              ) : (
+                <div className="space-y-3">
+                  {Object.entries(usageStats.models_used).sort((a, b) => b[1] - a[1]).map(([model, count]) => (
+                    <div key={model} className="flex items-center justify-between">
+                      <span className="text-sm text-gray-700">{model}</span>
+                      <div className="flex items-center gap-3">
+                        <div className="w-32 h-2 bg-gray-100 rounded-full overflow-hidden">
+                          <div
+                            className="h-full bg-purple-500 rounded-full"
+                            style={{ width: `${(count / usageStats.total_requests) * 100}%` }}
+                          />
+                        </div>
+                        <span className="text-sm font-mono text-gray-500 w-16 text-right">{formatNumber(count)}</span>
+                      </div>
+                    </div>
+                  ))}
+                </div>
+              )}
+            </div>
+
+            <div className="bg-white rounded-xl border border-gray-200 p-5">
+              <h3 className="font-semibold text-gray-900 mb-4">Provider-Verteilung</h3>
+              {Object.entries(usageStats.providers_used || {}).length === 0 ? (
+                <p className="text-gray-400 text-sm">Keine Daten</p>
+              ) : (
+                <div className="space-y-3">
+                  {Object.entries(usageStats.providers_used).sort((a, b) => b[1] - a[1]).map(([provider, count]) => (
+                    <div key={provider} className="flex items-center justify-between">
+                      <span className="text-sm text-gray-700 capitalize">{provider}</span>
+                      <span className="text-sm font-mono text-gray-500">{formatNumber(count)}</span>
+                    </div>
+                  ))}
+                </div>
+              )}
+            </div>
+          </div>
+
+          {/* Token Details */}
+          <div className="mt-6 bg-white rounded-xl border border-gray-200 p-5">
+            <h3 className="font-semibold text-gray-900 mb-4">Token-Aufschluesselung</h3>
+            <div className="grid grid-cols-3 gap-4">
+              <div className="text-center">
+                <div className="text-2xl font-bold text-gray-900">{formatNumber(usageStats.total_prompt_tokens)}</div>
+                <div className="text-sm text-gray-500">Prompt Tokens</div>
+              </div>
+              <div className="text-center">
+                <div className="text-2xl font-bold text-gray-900">{formatNumber(usageStats.total_completion_tokens)}</div>
+                <div className="text-sm text-gray-500">Completion Tokens</div>
+              </div>
+              <div className="text-center">
+                <div className="text-2xl font-bold text-purple-600">{formatNumber(usageStats.total_tokens)}</div>
+                <div className="text-sm text-gray-500">Gesamt</div>
+              </div>
+            </div>
+          </div>
+        </div>
+      )}
+
+      {/* ── Compliance Tab ── */}
+      {!loading && activeTab === 'compliance' && complianceReport && (
+        <div>
+          {/* Summary Cards */}
+          <div className="grid grid-cols-1 md:grid-cols-4 gap-4 mb-6">
+            <StatCard label="Requests" value={formatNumber(complianceReport.total_requests)} />
+            <StatCard
+              label="PII-Vorfaelle"
+              value={formatNumber(complianceReport.pii_incidents)}
+              highlight={complianceReport.pii_incidents > 0}
+            />
+            <StatCard
+              label="PII-Rate"
+              value={`${(complianceReport.pii_rate * 100).toFixed(1)}%`}
+              highlight={complianceReport.pii_rate > 0.05}
+            />
+            <StatCard label="Redaction-Rate" value={`${(complianceReport.redaction_rate * 100).toFixed(1)}%`} />
+          </div>
+
+          {complianceReport.policy_violations > 0 && (
+            <div className="mb-6 p-4 bg-red-50 border border-red-200 rounded-xl">
+              <div className="flex items-center gap-2 text-red-700 font-semibold">
+                <svg className="w-5 h-5" fill="none" stroke="currentColor" viewBox="0 0 24 24">
+                  <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2}
+                    d="M12 9v2m0 4h.01m-6.938 4h13.856c1.54 0 2.502-1.667 1.732-3L13.732 4c-.77-1.333-2.694-1.333-3.464 0L3.34 16c-.77 1.333.192 3 1.732 3z" />
+                </svg>
+                {complianceReport.policy_violations} Policy-Verletzungen im Zeitraum
+              </div>
+            </div>
+          )}
+
+          <div className="grid grid-cols-1 md:grid-cols-2 gap-6">
+            {/* PII Categories */}
+            <div className="bg-white rounded-xl border border-gray-200 p-5">
+              <h3 className="font-semibold text-gray-900 mb-4">PII-Kategorien</h3>
+              {Object.entries(complianceReport.top_pii_categories || {}).length === 0 ? (
+                <p className="text-gray-400 text-sm">Keine PII erkannt</p>
+              ) : (
+                <div className="space-y-2">
+                  {Object.entries(complianceReport.top_pii_categories).sort((a, b) => b[1] - a[1]).map(([cat, count]) => (
+                    <div key={cat} className="flex items-center justify-between py-1">
+                      <span className="text-sm text-gray-700">{cat}</span>
+                      <span className="px-2 py-0.5 bg-red-50 text-red-700 rounded text-xs font-mono">{count}</span>
+                    </div>
+                  ))}
+                </div>
+              )}
+            </div>
+
+            {/* Namespace Breakdown */}
+            <div className="bg-white rounded-xl border border-gray-200 p-5">
+              <h3 className="font-semibold text-gray-900 mb-4">Namespace-Analyse</h3>
+              {Object.entries(complianceReport.namespace_breakdown || {}).length === 0 ? (
+                <p className="text-gray-400 text-sm">Keine Namespace-Daten</p>
+              ) : (
+                <div className="overflow-x-auto">
+                  <table className="w-full text-sm">
+                    <thead>
+                      <tr className="border-b border-gray-100">
+                        <th className="text-left py-2 text-gray-500 font-medium">Namespace</th>
+                        <th className="text-right py-2 text-gray-500 font-medium">Requests</th>
+                        <th className="text-right py-2 text-gray-500 font-medium">PII</th>
+                      </tr>
+                    </thead>
+                    <tbody>
+                      {Object.entries(complianceReport.namespace_breakdown).map(([ns, data]) => (
+                        <tr key={ns} className="border-b border-gray-50">
+                          <td className="py-2 font-mono text-xs">{ns}</td>
+                          <td className="py-2 text-right">{formatNumber(data.requests)}</td>
+                          <td className="py-2 text-right">
+                            {data.pii_incidents > 0 ? (
+                              <span className="text-red-600 font-medium">{data.pii_incidents}</span>
+                            ) : (
+                              <span className="text-gray-400">0</span>
+                            )}
+                          </td>
+                        </tr>
+                      ))}
+                    </tbody>
+                  </table>
+                </div>
+              )}
+            </div>
+          </div>
+
+          {/* User Breakdown */}
+          {Object.entries(complianceReport.user_breakdown || {}).length > 0 && (
+            <div className="mt-6 bg-white rounded-xl border border-gray-200 p-5">
+              <h3 className="font-semibold text-gray-900 mb-4">Top-Nutzer</h3>
+              <div className="overflow-x-auto">
+                <table className="w-full text-sm">
+                  <thead>
+                    <tr className="border-b border-gray-100">
+                      <th className="text-left py-2 text-gray-500 font-medium">User-ID</th>
+                      <th className="text-right py-2 text-gray-500 font-medium">Requests</th>
+                      <th className="text-right py-2 text-gray-500 font-medium">PII-Vorfaelle</th>
+                    </tr>
+                  </thead>
+                  <tbody>
+                    {Object.entries(complianceReport.user_breakdown)
+                      .sort((a, b) => b[1].requests - a[1].requests)
+                      .slice(0, 10)
+                      .map(([userId, data]) => (
+                        <tr key={userId} className="border-b border-gray-50">
+                          <td className="py-2 font-mono text-xs">{userId}</td>
+                          <td className="py-2 text-right">{formatNumber(data.requests)}</td>
+                          <td className="py-2 text-right">
+                            {data.pii_incidents > 0 ? (
+                              <span className="text-red-600 font-medium">{data.pii_incidents}</span>
+                            ) : (
+                              <span className="text-gray-400">0</span>
+                            )}
+                          </td>
+                        </tr>
+                      ))}
+                  </tbody>
+                </table>
+              </div>
+            </div>
+          )}
+        </div>
+      )}
+
+      {/* Empty state for usage/compliance when no data */}
+      {!loading && activeTab === 'usage' && !usageStats && !error && (
+        <div className="text-center py-12 text-gray-400">Keine Nutzungsdaten verfuegbar</div>
+      )}
+      {!loading && activeTab === 'compliance' && !complianceReport && !error && (
+        <div className="text-center py-12 text-gray-400">Kein Compliance-Report verfuegbar</div>
+      )}
+    </div>
+  )
+}
+
+// =============================================================================
+// STAT CARD
+// =============================================================================
+
+function StatCard({ label, value, highlight }: { label: string; value: string; highlight?: boolean }) {
+  return (
+    <div className={`rounded-xl border p-4 ${highlight ? 'border-red-200 bg-red-50' : 'border-gray-200 bg-white'}`}>
+      <div className="text-sm text-gray-500">{label}</div>
+      <div className={`text-2xl font-bold mt-1 ${highlight ? 'text-red-700' : 'text-gray-900'}`}>{value}</div>
+    </div>
+  )
+}

admin-compliance/app/sdk/catalog-manager/page.tsx

@@ -1,6 +1,6 @@
 'use client'
 
-import CatalogManagerContent from '@/components/catalog-manager/CatalogManagerContent'
+import { CatalogManagerContent } from '@/components/catalog-manager/CatalogManagerContent'
 
 export default function CatalogManagerPage() {
   return <CatalogManagerContent />

admin-compliance/app/sdk/change-requests/page.tsx

@@ -0,0 +1,345 @@
+'use client'
+
+import { useState, useEffect, useCallback } from 'react'
+
+interface ChangeRequest {
+  id: string
+  triggerType: string
+  targetDocumentType: string
+  targetDocumentId: string | null
+  targetSection: string | null
+  proposalTitle: string
+  proposalBody: string | null
+  proposedChanges: Record<string, unknown>
+  status: 'pending' | 'accepted' | 'rejected' | 'edited_and_accepted'
+  priority: 'low' | 'normal' | 'high' | 'critical'
+  decidedBy: string | null
+  decidedAt: string | null
+  rejectionReason: string | null
+  createdBy: string
+  createdAt: string
+}
+
+interface Stats {
+  total_pending: number
+  critical_count: number
+  total_accepted: number
+  total_rejected: number
+  by_document_type: Record<string, number>
+}
+
+const API_BASE = '/api/sdk/v1/compliance/change-requests'
+
+const DOC_TYPE_LABELS: Record<string, string> = {
+  dsfa: 'DSFA',
+  vvt: 'VVT',
+  tom: 'TOM',
+  loeschfristen: 'Löschfristen',
+  obligation: 'Pflichten',
+}
+
+const PRIORITY_COLORS: Record<string, string> = {
+  critical: 'bg-red-100 text-red-800',
+  high: 'bg-orange-100 text-orange-800',
+  normal: 'bg-blue-100 text-blue-800',
+  low: 'bg-gray-100 text-gray-700',
+}
+
+const STATUS_COLORS: Record<string, string> = {
+  pending: 'bg-yellow-100 text-yellow-800',
+  accepted: 'bg-green-100 text-green-800',
+  rejected: 'bg-red-100 text-red-800',
+  edited_and_accepted: 'bg-emerald-100 text-emerald-800',
+}
+
+function snakeToCamel(obj: Record<string, unknown>): ChangeRequest {
+  return {
+    id: obj.id as string,
+    triggerType: obj.trigger_type as string,
+    targetDocumentType: obj.target_document_type as string,
+    targetDocumentId: obj.target_document_id as string | null,
+    targetSection: obj.target_section as string | null,
+    proposalTitle: obj.proposal_title as string,
+    proposalBody: obj.proposal_body as string | null,
+    proposedChanges: (obj.proposed_changes || {}) as Record<string, unknown>,
+    status: obj.status as ChangeRequest['status'],
+    priority: obj.priority as ChangeRequest['priority'],
+    decidedBy: obj.decided_by as string | null,
+    decidedAt: obj.decided_at as string | null,
+    rejectionReason: obj.rejection_reason as string | null,
+    createdBy: obj.created_by as string,
+    createdAt: obj.created_at as string,
+  }
+}
+
+export default function ChangeRequestsPage() {
+  const [requests, setRequests] = useState<ChangeRequest[]>([])
+  const [stats, setStats] = useState<Stats | null>(null)
+  const [filter, setFilter] = useState<string>('all')
+  const [statusFilter, setStatusFilter] = useState<string>('pending')
+  const [loading, setLoading] = useState(true)
+  const [actionModal, setActionModal] = useState<{ type: 'accept' | 'reject' | 'edit'; cr: ChangeRequest } | null>(null)
+  const [rejectReason, setRejectReason] = useState('')
+  const [editBody, setEditBody] = useState('')
+
+  const loadData = useCallback(async () => {
+    try {
+      const statsRes = await fetch(`${API_BASE}/stats`)
+      if (statsRes.ok) setStats(await statsRes.json())
+
+      let url = `${API_BASE}?status=${statusFilter}`
+      if (filter !== 'all') url += `&target_document_type=${filter}`
+      const res = await fetch(url)
+      if (res.ok) {
+        const data = await res.json()
+        setRequests((Array.isArray(data) ? data : []).map(snakeToCamel))
+      }
+    } catch (e) {
+      console.error('Failed to load change requests:', e)
+    } finally {
+      setLoading(false)
+    }
+  }, [filter, statusFilter])
+
+  useEffect(() => {
+    loadData()
+    const interval = setInterval(loadData, 60000)
+    return () => clearInterval(interval)
+  }, [loadData])
+
+  const handleAccept = async (cr: ChangeRequest) => {
+    const res = await fetch(`${API_BASE}/${cr.id}/accept`, { method: 'POST' })
+    if (res.ok) {
+      setActionModal(null)
+      loadData()
+    }
+  }
+
+  const handleReject = async (cr: ChangeRequest) => {
+    const res = await fetch(`${API_BASE}/${cr.id}/reject`, {
+      method: 'POST',
+      headers: { 'Content-Type': 'application/json' },
+      body: JSON.stringify({ rejection_reason: rejectReason }),
+    })
+    if (res.ok) {
+      setActionModal(null)
+      setRejectReason('')
+      loadData()
+    }
+  }
+
+  const handleEdit = async (cr: ChangeRequest) => {
+    const res = await fetch(`${API_BASE}/${cr.id}/edit`, {
+      method: 'POST',
+      headers: { 'Content-Type': 'application/json' },
+      body: JSON.stringify({ proposal_body: editBody }),
+    })
+    if (res.ok) {
+      setActionModal(null)
+      setEditBody('')
+      loadData()
+    }
+  }
+
+  const handleDelete = async (id: string) => {
+    if (!confirm('Änderungsanfrage wirklich löschen?')) return
+    const res = await fetch(`${API_BASE}/${id}`, { method: 'DELETE' })
+    if (res.ok) loadData()
+  }
+
+  return (
+    <div className="p-6 max-w-7xl mx-auto">
+      <h1 className="text-2xl font-bold text-gray-900 mb-6">Änderungsanfragen</h1>
+
+      {/* Stats Bar */}
+      {stats && (
+        <div className="grid grid-cols-2 md:grid-cols-4 gap-4 mb-6">
+          <div className="bg-yellow-50 border border-yellow-200 rounded-lg p-4">
+            <div className="text-2xl font-bold text-yellow-700">{stats.total_pending}</div>
+            <div className="text-sm text-yellow-600">Offen</div>
+          </div>
+          <div className="bg-red-50 border border-red-200 rounded-lg p-4">
+            <div className="text-2xl font-bold text-red-700">{stats.critical_count}</div>
+            <div className="text-sm text-red-600">Kritisch</div>
+          </div>
+          <div className="bg-green-50 border border-green-200 rounded-lg p-4">
+            <div className="text-2xl font-bold text-green-700">{stats.total_accepted}</div>
+            <div className="text-sm text-green-600">Angenommen</div>
+          </div>
+          <div className="bg-gray-50 border border-gray-200 rounded-lg p-4">
+            <div className="text-2xl font-bold text-gray-700">{stats.total_rejected}</div>
+            <div className="text-sm text-gray-600">Abgelehnt</div>
+          </div>
+        </div>
+      )}
+
+      {/* Filters */}
+      <div className="flex flex-wrap gap-2 mb-6">
+        <div className="flex gap-1 bg-gray-100 rounded-lg p-1">
+          {['pending', 'accepted', 'rejected'].map(s => (
+            <button
+              key={s}
+              onClick={() => setStatusFilter(s)}
+              className={`px-3 py-1 rounded-md text-sm font-medium transition-colors ${
+                statusFilter === s ? 'bg-white shadow text-purple-700' : 'text-gray-600 hover:text-gray-900'
+              }`}
+            >
+              {s === 'pending' ? 'Offen' : s === 'accepted' ? 'Angenommen' : 'Abgelehnt'}
+            </button>
+          ))}
+        </div>
+        <div className="flex gap-1 bg-gray-100 rounded-lg p-1">
+          {['all', 'dsfa', 'vvt', 'tom', 'loeschfristen', 'obligation'].map(t => (
+            <button
+              key={t}
+              onClick={() => setFilter(t)}
+              className={`px-3 py-1 rounded-md text-sm font-medium transition-colors ${
+                filter === t ? 'bg-white shadow text-purple-700' : 'text-gray-600 hover:text-gray-900'
+              }`}
+            >
+              {t === 'all' ? 'Alle' : DOC_TYPE_LABELS[t] || t}
+            </button>
+          ))}
+        </div>
+      </div>
+
+      {/* Request List */}
+      {loading ? (
+        <div className="text-center py-12 text-gray-500">Laden...</div>
+      ) : requests.length === 0 ? (
+        <div className="text-center py-12 text-gray-400">
+          Keine Änderungsanfragen {statusFilter === 'pending' ? 'offen' : 'gefunden'}
+        </div>
+      ) : (
+        <div className="space-y-3">
+          {requests.map(cr => (
+            <div key={cr.id} className="bg-white border border-gray-200 rounded-lg p-4 hover:shadow-sm transition-shadow">
+              <div className="flex items-start justify-between">
+                <div className="flex-1">
+                  <div className="flex items-center gap-2 mb-1">
+                    <span className={`px-2 py-0.5 rounded text-xs font-medium ${PRIORITY_COLORS[cr.priority]}`}>
+                      {cr.priority}
+                    </span>
+                    <span className={`px-2 py-0.5 rounded text-xs font-medium ${STATUS_COLORS[cr.status]}`}>
+                      {cr.status}
+                    </span>
+                    <span className="px-2 py-0.5 rounded text-xs font-medium bg-purple-100 text-purple-700">
+                      {DOC_TYPE_LABELS[cr.targetDocumentType] || cr.targetDocumentType}
+                    </span>
+                    {cr.triggerType !== 'manual' && (
+                      <span className="px-2 py-0.5 rounded text-xs bg-gray-100 text-gray-600">
+                        {cr.triggerType}
+                      </span>
+                    )}
+                  </div>
+                  <h3 className="font-medium text-gray-900">{cr.proposalTitle}</h3>
+                  {cr.proposalBody && (
+                    <p className="text-sm text-gray-600 mt-1 line-clamp-2">{cr.proposalBody}</p>
+                  )}
+                  <div className="text-xs text-gray-400 mt-2">
+                    {new Date(cr.createdAt).toLocaleDateString('de-DE')} — {cr.createdBy}
+                    {cr.rejectionReason && (
+                      <span className="text-red-500 ml-2">Grund: {cr.rejectionReason}</span>
+                    )}
+                  </div>
+                </div>
+
+                {cr.status === 'pending' && (
+                  <div className="flex gap-2 ml-4">
+                    <button
+                      onClick={() => { setActionModal({ type: 'accept', cr }) }}
+                      className="px-3 py-1 bg-green-600 text-white rounded text-sm hover:bg-green-700"
+                    >
+                      Annehmen
+                    </button>
+                    <button
+                      onClick={() => { setEditBody(cr.proposalBody || ''); setActionModal({ type: 'edit', cr }) }}
+                      className="px-3 py-1 bg-blue-600 text-white rounded text-sm hover:bg-blue-700"
+                    >
+                      Bearbeiten
+                    </button>
+                    <button
+                      onClick={() => { setRejectReason(''); setActionModal({ type: 'reject', cr }) }}
+                      className="px-3 py-1 bg-gray-200 text-gray-700 rounded text-sm hover:bg-gray-300"
+                    >
+                      Ablehnen
+                    </button>
+                    <button
+                      onClick={() => handleDelete(cr.id)}
+                      className="px-3 py-1 text-red-600 rounded text-sm hover:bg-red-50"
+                    >
+                      Löschen
+                    </button>
+                  </div>
+                )}
+              </div>
+            </div>
+          ))}
+        </div>
+      )}
+
+      {/* Action Modal */}
+      {actionModal && (
+        <div className="fixed inset-0 bg-black/40 flex items-center justify-center z-50" onClick={() => setActionModal(null)}>
+          <div className="bg-white rounded-xl p-6 w-full max-w-lg" onClick={e => e.stopPropagation()}>
+            {actionModal.type === 'accept' && (
+              <>
+                <h3 className="text-lg font-semibold mb-4">Änderung annehmen?</h3>
+                <p className="text-sm text-gray-600 mb-4">{actionModal.cr.proposalTitle}</p>
+                {Object.keys(actionModal.cr.proposedChanges).length > 0 && (
+                  <pre className="bg-gray-50 p-3 rounded text-xs mb-4 max-h-48 overflow-auto">
+                    {JSON.stringify(actionModal.cr.proposedChanges, null, 2)}
+                  </pre>
+                )}
+                <div className="flex justify-end gap-3">
+                  <button onClick={() => setActionModal(null)} className="px-4 py-2 text-gray-600">Abbrechen</button>
+                  <button onClick={() => handleAccept(actionModal.cr)} className="px-4 py-2 bg-green-600 text-white rounded-lg">Annehmen</button>
+                </div>
+              </>
+            )}
+            {actionModal.type === 'reject' && (
+              <>
+                <h3 className="text-lg font-semibold mb-4">Änderung ablehnen</h3>
+                <textarea
+                  value={rejectReason}
+                  onChange={e => setRejectReason(e.target.value)}
+                  placeholder="Begründung..."
+                  className="w-full border rounded-lg p-3 h-24 mb-4"
+                />
+                <div className="flex justify-end gap-3">
+                  <button onClick={() => setActionModal(null)} className="px-4 py-2 text-gray-600">Abbrechen</button>
+                  <button
+                    onClick={() => handleReject(actionModal.cr)}
+                    disabled={!rejectReason.trim()}
+                    className="px-4 py-2 bg-red-600 text-white rounded-lg disabled:opacity-50"
+                  >
+                    Ablehnen
+                  </button>
+                </div>
+              </>
+            )}
+            {actionModal.type === 'edit' && (
+              <>
+                <h3 className="text-lg font-semibold mb-4">Vorschlag bearbeiten & annehmen</h3>
+                <textarea
+                  value={editBody}
+                  onChange={e => setEditBody(e.target.value)}
+                  className="w-full border rounded-lg p-3 h-32 mb-4"
+                />
+                <div className="flex justify-end gap-3">
+                  <button onClick={() => setActionModal(null)} className="px-4 py-2 text-gray-600">Abbrechen</button>
+                  <button
+                    onClick={() => handleEdit(actionModal.cr)}
+                    className="px-4 py-2 bg-blue-600 text-white rounded-lg"
+                  >
+                    Speichern & Annehmen
+                  </button>
+                </div>
+              </>
+            )}
+          </div>
+        </div>
+      )}
+    </div>
+  )
+}