feat: Compliance Maximizer — Regulatory Optimization Engine

Neues Modul das den regulatorischen Spielraum fuer KI-Use-Cases
deterministisch berechnet und optimale Konfigurationen vorschlaegt.

Kernfeatures:
- 13-Dimensionen Constraint-Space (DSGVO + AI Act)
- 3-Zonen-Analyse: Verboten / Eingeschraenkt / Erlaubt
- Deterministische Optimizer-Engine (kein LLM im Kern)
- 28 Constraint-Regeln aus DSGVO, AI Act, EDPB Guidelines
- 28 Tests (Golden Suite + Meta-Tests)
- REST API: /sdk/v1/maximizer/* (9 Endpoints)
- Frontend: 3-Zonen-Visualisierung, Dimension-Form, Score-Gauges

[migration-approved]

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

admin-compliance/components/sdk/compliance-optimizer/ConfigComparison.tsx

@@ -0,0 +1,52 @@
+'use client'
+
+interface DimensionDelta {
+  dimension: string
+  from: string
+  to: string
+  impact: string
+}
+
+const DIMENSION_LABELS: Record<string, string> = {
+  automation_level: 'Automatisierungsgrad',
+  decision_binding: 'Entscheidungsbindung',
+  decision_impact: 'Entscheidungswirkung',
+  domain: 'Branche',
+  data_type: 'Datensensitivitaet',
+  human_in_loop: 'Menschliche Kontrolle',
+  explainability: 'Erklaerbarkeit',
+  risk_classification: 'Risikoklasse',
+  legal_basis: 'Rechtsgrundlage',
+  transparency_required: 'Transparenzpflicht',
+  logging_required: 'Protokollierung',
+  model_type: 'Modelltyp',
+  deployment_scope: 'Einsatzbereich',
+}
+
+export function ConfigComparison({ deltas }: { deltas: DimensionDelta[] }) {
+  if (deltas.length === 0) {
+    return (
+      <div className="bg-green-50 border border-green-200 rounded-lg p-4 text-green-700 text-sm">
+        Keine Aenderungen noetig — Ihre Konfiguration ist bereits konform.
+      </div>
+    )
+  }
+
+  return (
+    <div className="space-y-2">
+      <h4 className="text-sm font-medium text-gray-700">Empfohlene Aenderungen ({deltas.length})</h4>
+      <div className="space-y-1">
+        {deltas.map((d, i) => (
+          <div key={i} className="flex items-center gap-2 bg-blue-50 border border-blue-200 rounded px-3 py-2 text-sm">
+            <span className="font-medium text-gray-800 min-w-[160px]">
+              {DIMENSION_LABELS[d.dimension] || d.dimension}
+            </span>
+            <span className="text-red-600 font-mono line-through">{d.from}</span>
+            <span className="text-gray-400">→</span>
+            <span className="text-green-700 font-mono font-bold">{d.to}</span>
+          </div>
+        ))}
+      </div>
+    </div>
+  )
+}

admin-compliance/components/sdk/compliance-optimizer/DimensionZoneTable.tsx

@@ -0,0 +1,74 @@
+'use client'
+
+import { ZoneBadge } from './ZoneBadge'
+
+interface ZoneInfo {
+  dimension: string
+  current_value: string
+  zone: 'FORBIDDEN' | 'RESTRICTED' | 'SAFE'
+  allowed_values?: string[]
+  forbidden_values?: string[]
+  safeguards?: string[]
+  reason: string
+  obligation_refs: string[]
+}
+
+const DIMENSION_LABELS: Record<string, string> = {
+  automation_level: 'Automatisierungsgrad',
+  decision_binding: 'Entscheidungsbindung',
+  decision_impact: 'Entscheidungswirkung',
+  domain: 'Branche',
+  data_type: 'Datensensitivitaet',
+  human_in_loop: 'Menschliche Kontrolle',
+  explainability: 'Erklaerbarkeit',
+  risk_classification: 'Risikoklasse',
+  legal_basis: 'Rechtsgrundlage',
+  transparency_required: 'Transparenzpflicht',
+  logging_required: 'Protokollierung',
+  model_type: 'Modelltyp',
+  deployment_scope: 'Einsatzbereich',
+}
+
+export function DimensionZoneTable({ zoneMap }: { zoneMap: Record<string, ZoneInfo> }) {
+  const dimensions = Object.entries(zoneMap).sort(([, a], [, b]) => {
+    const order = { FORBIDDEN: 0, RESTRICTED: 1, SAFE: 2 }
+    return (order[a.zone] ?? 2) - (order[b.zone] ?? 2)
+  })
+
+  return (
+    <div className="overflow-x-auto">
+      <table className="min-w-full divide-y divide-gray-200">
+        <thead className="bg-gray-50">
+          <tr>
+            <th className="px-4 py-2 text-left text-xs font-medium text-gray-500 uppercase">Dimension</th>
+            <th className="px-4 py-2 text-left text-xs font-medium text-gray-500 uppercase">Aktueller Wert</th>
+            <th className="px-4 py-2 text-left text-xs font-medium text-gray-500 uppercase">Zone</th>
+            <th className="px-4 py-2 text-left text-xs font-medium text-gray-500 uppercase">Regelgrund</th>
+            <th className="px-4 py-2 text-left text-xs font-medium text-gray-500 uppercase">Rechtsgrundlage</th>
+          </tr>
+        </thead>
+        <tbody className="bg-white divide-y divide-gray-200">
+          {dimensions.map(([dim, info]) => (
+            <tr key={dim} className={info.zone === 'FORBIDDEN' ? 'bg-red-50' : info.zone === 'RESTRICTED' ? 'bg-yellow-50' : ''}>
+              <td className="px-4 py-2 text-sm font-medium text-gray-900">
+                {DIMENSION_LABELS[dim] || dim}
+              </td>
+              <td className="px-4 py-2 text-sm text-gray-600 font-mono">
+                {info.current_value}
+              </td>
+              <td className="px-4 py-2">
+                <ZoneBadge zone={info.zone} />
+              </td>
+              <td className="px-4 py-2 text-sm text-gray-600">
+                {info.reason || '-'}
+              </td>
+              <td className="px-4 py-2 text-sm text-gray-500">
+                {info.obligation_refs?.join(', ') || '-'}
+              </td>
+            </tr>
+          ))}
+        </tbody>
+      </table>
+    </div>
+  )
+}

admin-compliance/components/sdk/compliance-optimizer/OptimizationScoreCard.tsx

@@ -0,0 +1,50 @@
+'use client'
+
+interface ScoreCardProps {
+  safetyScore: number
+  utilityScore: number
+  compositeScore: number
+  deltaCount: number
+}
+
+function ScoreGauge({ value, label, color }: { value: number; label: string; color: string }) {
+  return (
+    <div className="flex flex-col items-center gap-1">
+      <div className="relative w-16 h-16">
+        <svg viewBox="0 0 36 36" className="w-16 h-16">
+          <path
+            d="M18 2.0845 a 15.9155 15.9155 0 0 1 0 31.831 a 15.9155 15.9155 0 0 1 0 -31.831"
+            fill="none" stroke="#e5e7eb" strokeWidth="3"
+          />
+          <path
+            d="M18 2.0845 a 15.9155 15.9155 0 0 1 0 31.831 a 15.9155 15.9155 0 0 1 0 -31.831"
+            fill="none" stroke={color} strokeWidth="3"
+            strokeDasharray={`${value}, 100`}
+            strokeLinecap="round"
+          />
+        </svg>
+        <span className="absolute inset-0 flex items-center justify-center text-sm font-bold text-gray-800">
+          {value}
+        </span>
+      </div>
+      <span className="text-xs text-gray-500">{label}</span>
+    </div>
+  )
+}
+
+export function OptimizationScoreCard({ safetyScore, utilityScore, compositeScore, deltaCount }: ScoreCardProps) {
+  return (
+    <div className="bg-white border border-gray-200 rounded-lg p-4">
+      <h4 className="text-sm font-medium text-gray-700 mb-3">Bewertung der optimierten Konfiguration</h4>
+      <div className="flex items-center gap-6">
+        <ScoreGauge value={safetyScore} label="Sicherheit" color="#22c55e" />
+        <ScoreGauge value={utilityScore} label="Business-Nutzen" color="#3b82f6" />
+        <ScoreGauge value={Math.round(compositeScore)} label="Gesamt" color="#8b5cf6" />
+        <div className="flex flex-col items-center gap-1">
+          <span className="text-2xl font-bold text-gray-800">{deltaCount}</span>
+          <span className="text-xs text-gray-500">Aenderungen</span>
+        </div>
+      </div>
+    </div>
+  )
+}

admin-compliance/components/sdk/compliance-optimizer/ZoneBadge.tsx

@@ -0,0 +1,16 @@
+'use client'
+
+const ZONE_STYLES = {
+  FORBIDDEN: { bg: 'bg-red-100', text: 'text-red-700', border: 'border-red-300', label: 'Verboten' },
+  RESTRICTED: { bg: 'bg-yellow-100', text: 'text-yellow-700', border: 'border-yellow-300', label: 'Eingeschraenkt' },
+  SAFE: { bg: 'bg-green-100', text: 'text-green-700', border: 'border-green-300', label: 'Erlaubt' },
+}
+
+export function ZoneBadge({ zone }: { zone: 'FORBIDDEN' | 'RESTRICTED' | 'SAFE' }) {
+  const style = ZONE_STYLES[zone] || ZONE_STYLES.SAFE
+  return (
+    <span className={`inline-flex items-center px-2 py-0.5 rounded text-xs font-medium border ${style.bg} ${style.text} ${style.border}`}>
+      {style.label}
+    </span>
+  )
+}