ci: retrigger after transient clippy failure

ci: log orca webhook response so the step isnt silent on success
ci: install openssl for orca webhook HMAC signing
2026-04-08 16:20:43 +02:00 · 2026-04-08 15:09:01 +02:00 · 2026-04-08 14:56:12 +02:00 · 2026-04-08 12:58:53 +02:00 · 2026-04-08 10:05:36 +02:00 · 2026-04-08 09:31:43 +02:00
50 changed files with 7242 additions and 1583 deletions
--- a/.env.example
+++ b/.env.example
@@ -34,10 +34,11 @@ MONGODB_DATABASE=certifai
 SEARXNG_URL=http://localhost:8888

 # ---------------------------------------------------------------------------
-# Ollama LLM instance [OPTIONAL - defaults shown]
+# LiteLLM proxy [OPTIONAL - defaults shown]
 # ---------------------------------------------------------------------------
-OLLAMA_URL=http://localhost:11434
-OLLAMA_MODEL=llama3.1:8b
+LITELLM_URL=http://localhost:4000
+LITELLM_MODEL=qwen3-32b
+LITELLM_API_KEY=

 # ---------------------------------------------------------------------------
 # LibreChat (external chat via SSO) [OPTIONAL - default: http://localhost:3080]
@@ -47,7 +48,7 @@ LIBRECHAT_URL=http://localhost:3080
 # ---------------------------------------------------------------------------
 # LLM Providers (comma-separated list) [OPTIONAL]
 # ---------------------------------------------------------------------------
-LLM_PROVIDERS=ollama
+LLM_PROVIDERS=litellm

 # ---------------------------------------------------------------------------
 # SMTP (transactional email) [OPTIONAL]
@@ -73,6 +74,11 @@ LANGGRAPH_URL=
 LANGFLOW_URL=
 LANGFUSE_URL=

+# ---------------------------------------------------------------------------
+# Compliance scanner (external tool, opens in new tab) [OPTIONAL]
+# ---------------------------------------------------------------------------
+COMPLIANCE_SCANNER_URL=
+
 # ---------------------------------------------------------------------------
 # Vector database [OPTIONAL]
 # ---------------------------------------------------------------------------
--- a/.gitea/workflows/ci.yml
+++ b/.gitea/workflows/ci.yml
@@ -262,10 +262,30 @@ jobs:
    needs: [test]
    if: github.ref == 'refs/heads/main'
    container:
-      image: alpine:latest
+      image: docker:27-cli
    steps:
-      - name: Trigger Coolify deploy
+      - name: Checkout
        run: |
-          apk add --no-cache curl
-          curl -sf "${{ secrets.COOLIFY_WEBHOOK }}" \
-            -H "Authorization: Bearer ${{ secrets.COOLIFY_TOKEN }}"
+          apk add --no-cache git curl openssl
+          git init
+          git remote add origin "${GITHUB_SERVER_URL}/${GITHUB_REPOSITORY}.git"
+          git fetch --depth=1 origin "${GITHUB_SHA}"
+          git checkout FETCH_HEAD
+      - name: Build and push image
+        run: |
+          IMAGE=registry.meghsakha.com/certifai-dashboard
+          echo "${{ secrets.REGISTRY_PASSWORD }}" | \
+            docker login registry.meghsakha.com -u "${{ secrets.REGISTRY_USERNAME }}" --password-stdin
+          docker build -t "$IMAGE:latest" -t "$IMAGE:${GITHUB_SHA}" .
+          docker push "$IMAGE:latest"
+          docker push "$IMAGE:${GITHUB_SHA}"
+      - name: Trigger orca redeploy
+        run: |
+          PAYLOAD=$(printf '{"ref":"refs/heads/main","repository":{"full_name":"sharang/certifai"},"head_commit":{"id":"%s","message":"CI deploy"}}' "${GITHUB_SHA}")
+          SIG=$(printf '%s' "$PAYLOAD" | openssl dgst -sha256 -hmac "${{ secrets.ORCA_WEBHOOK_SECRET }}" | awk '{print $2}')
+          echo "Calling orca webhook for sharang/certifai@${GITHUB_SHA}"
+          RESP=$(curl -fsS -w "\nHTTP %{http_code}" -X POST "http://46.225.100.82:6880/api/v1/webhooks/github" \
+            -H "Content-Type: application/json" \
+            -H "X-Hub-Signature-256: sha256=$SIG" \
+            -d "$PAYLOAD")
+          echo "$RESP"
--- a/Cargo.lock
+++ b/Cargo.lock
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -61,6 +61,7 @@ secrecy = { version = "0.10", default-features = false, optional = true }
 serde_json = { version = "1.0.133", default-features = false }
 maud = { version = "0.27", default-features = false }
 url = { version = "2.5.4", default-features = false, optional = true }
+js-sys = { version = "0.3", optional = true }
 wasm-bindgen = { version = "0.2", optional = true }
 web-sys = { version = "0.3", optional = true, features = [
    "Clipboard",
@@ -91,7 +92,7 @@ bytes = { version = "1", optional = true }

 [features]
 # default = ["web"]
-web = ["dioxus/web", "dep:reqwest", "dep:web-sys", "dep:wasm-bindgen"]
+web = ["dioxus/web", "dep:reqwest", "dep:web-sys", "dep:wasm-bindgen", "dep:js-sys"]
 server = [
    "dioxus/server",
    "dep:axum",
--- a/assets/i18n/de.json
+++ b/assets/i18n/de.json
@@ -46,7 +46,8 @@
    "agents": "Agenten",
    "flow": "Flow",
    "analytics": "Analytics",
-    "pricing": "Preise"
+    "pricing": "Preise",
+    "compliance": "Compliance"
  },
  "auth": {
    "redirecting_login": "Weiterleitung zur Anmeldung...",
@@ -58,15 +59,15 @@
    "title": "Dashboard",
    "subtitle": "KI-Nachrichten und Neuigkeiten",
    "topic_placeholder": "Themenname...",
-    "ollama_settings": "Ollama-Einstellungen",
-    "settings_hint": "Leer lassen, um OLLAMA_URL / OLLAMA_MODEL aus .env zu verwenden",
-    "ollama_url": "Ollama-URL",
-    "ollama_url_placeholder": "Verwendet OLLAMA_URL aus .env",
+    "litellm_settings": "LiteLLM-Einstellungen",
+    "settings_hint": "Leer lassen, um LITELLM_URL / LITELLM_MODEL aus .env zu verwenden",
+    "litellm_url": "LiteLLM-URL",
+    "litellm_url_placeholder": "Verwendet LITELLM_URL aus .env",
    "model": "Modell",
-    "model_placeholder": "Verwendet OLLAMA_MODEL aus .env",
+    "model_placeholder": "Verwendet LITELLM_MODEL aus .env",
    "searching": "Suche laeuft...",
    "search_failed": "Suche fehlgeschlagen: {e}",
-    "ollama_status": "Ollama-Status",
+    "litellm_status": "LiteLLM-Status",
    "trending": "Im Trend",
    "recent_searches": "Letzte Suchen"
  },
@@ -144,6 +145,16 @@
    "email_address": "E-Mail-Adresse",
    "email_placeholder": "kollege@firma.de",
    "send_invite": "Einladung senden",
+    "total_spend": "Gesamtausgaben",
+    "total_tokens": "Tokens gesamt",
+    "model_usage": "Nutzung nach Modell",
+    "model": "Modell",
+    "tokens": "Tokens",
+    "spend": "Ausgaben",
+    "usage_unavailable": "Nutzungsdaten nicht verfuegbar",
+    "loading_usage": "Nutzungsdaten werden geladen...",
+    "prompt_tokens": "Prompt-Tokens",
+    "completion_tokens": "Antwort-Tokens",
    "pricing_title": "Preise",
    "pricing_subtitle": "Waehlen Sie den passenden Plan fuer Ihre Organisation"
  },
@@ -214,7 +225,13 @@
    "documentation": "Dokumentation",
    "api_reference": "API-Referenz",
    "support": "Support",
-    "copyright": "2026 CERTifAI. Alle Rechte vorbehalten."
+    "copyright": "2026 CERTifAI. Alle Rechte vorbehalten.",
+    "pill_gdpr": "DSGVO-Nativ",
+    "pill_self_hosted": "Selbst gehostet",
+    "pill_eu": "EU-Souveraen",
+    "preview_models": "Aktive Modelle",
+    "preview_tokens": "Tokens / Monat",
+    "preview_spend": "Gesamtausgaben"
  },
  "article": {
    "read_original": "Originalartikel lesen",
--- a/assets/i18n/en.json
+++ b/assets/i18n/en.json
@@ -46,7 +46,8 @@
    "agents": "Agents",
    "flow": "Flow",
    "analytics": "Analytics",
-    "pricing": "Pricing"
+    "pricing": "Pricing",
+    "compliance": "Compliance"
  },
  "auth": {
    "redirecting_login": "Redirecting to login...",
@@ -58,15 +59,15 @@
    "title": "Dashboard",
    "subtitle": "AI news and updates",
    "topic_placeholder": "Topic name...",
-    "ollama_settings": "Ollama Settings",
-    "settings_hint": "Leave empty to use OLLAMA_URL / OLLAMA_MODEL from .env",
-    "ollama_url": "Ollama URL",
-    "ollama_url_placeholder": "Uses OLLAMA_URL from .env",
+    "litellm_settings": "LiteLLM Settings",
+    "settings_hint": "Leave empty to use LITELLM_URL / LITELLM_MODEL from .env",
+    "litellm_url": "LiteLLM URL",
+    "litellm_url_placeholder": "Uses LITELLM_URL from .env",
    "model": "Model",
-    "model_placeholder": "Uses OLLAMA_MODEL from .env",
+    "model_placeholder": "Uses LITELLM_MODEL from .env",
    "searching": "Searching...",
    "search_failed": "Search failed: {e}",
-    "ollama_status": "Ollama Status",
+    "litellm_status": "LiteLLM Status",
    "trending": "Trending",
    "recent_searches": "Recent Searches"
  },
@@ -144,6 +145,16 @@
    "email_address": "Email Address",
    "email_placeholder": "colleague@company.com",
    "send_invite": "Send Invite",
+    "total_spend": "Total Spend",
+    "total_tokens": "Total Tokens",
+    "model_usage": "Usage by Model",
+    "model": "Model",
+    "tokens": "Tokens",
+    "spend": "Spend",
+    "usage_unavailable": "Usage data unavailable",
+    "loading_usage": "Loading usage data...",
+    "prompt_tokens": "Prompt Tokens",
+    "completion_tokens": "Completion Tokens",
    "pricing_title": "Pricing",
    "pricing_subtitle": "Choose the plan that fits your organization"
  },
@@ -214,7 +225,13 @@
    "documentation": "Documentation",
    "api_reference": "API Reference",
    "support": "Support",
-    "copyright": "2026 CERTifAI. All rights reserved."
+    "copyright": "2026 CERTifAI. All rights reserved.",
+    "pill_gdpr": "GDPR Native",
+    "pill_self_hosted": "Self-Hosted",
+    "pill_eu": "EU Sovereign",
+    "preview_models": "Active Models",
+    "preview_tokens": "Tokens / Month",
+    "preview_spend": "Total Spend"
  },
  "article": {
    "read_original": "Read original article",
--- a/assets/i18n/es.json
+++ b/assets/i18n/es.json
@@ -46,7 +46,8 @@
    "agents": "Agentes",
    "flow": "Flujo",
    "analytics": "Estadisticas",
-    "pricing": "Precios"
+    "pricing": "Precios",
+    "compliance": "Cumplimiento"
  },
  "auth": {
    "redirecting_login": "Redirigiendo al inicio de sesion...",
@@ -58,15 +59,15 @@
    "title": "Panel de control",
    "subtitle": "Noticias y actualizaciones de IA",
    "topic_placeholder": "Nombre del tema...",
-    "ollama_settings": "Configuracion de Ollama",
-    "settings_hint": "Dejar vacio para usar OLLAMA_URL / OLLAMA_MODEL del archivo .env",
-    "ollama_url": "URL de Ollama",
-    "ollama_url_placeholder": "Usa OLLAMA_URL del archivo .env",
+    "litellm_settings": "Configuracion de LiteLLM",
+    "settings_hint": "Dejar vacio para usar LITELLM_URL / LITELLM_MODEL del archivo .env",
+    "litellm_url": "URL de LiteLLM",
+    "litellm_url_placeholder": "Usa LITELLM_URL del archivo .env",
    "model": "Modelo",
-    "model_placeholder": "Usa OLLAMA_MODEL del archivo .env",
+    "model_placeholder": "Usa LITELLM_MODEL del archivo .env",
    "searching": "Buscando...",
    "search_failed": "La busqueda fallo: {e}",
-    "ollama_status": "Estado de Ollama",
+    "litellm_status": "Estado de LiteLLM",
    "trending": "Tendencias",
    "recent_searches": "Busquedas recientes"
  },
@@ -144,6 +145,16 @@
    "email_address": "Direccion de correo electronico",
    "email_placeholder": "colega@empresa.com",
    "send_invite": "Enviar invitacion",
+    "total_spend": "Gasto total",
+    "total_tokens": "Tokens totales",
+    "model_usage": "Uso por modelo",
+    "model": "Modelo",
+    "tokens": "Tokens",
+    "spend": "Gasto",
+    "usage_unavailable": "Datos de uso no disponibles",
+    "loading_usage": "Cargando datos de uso...",
+    "prompt_tokens": "Tokens de entrada",
+    "completion_tokens": "Tokens de respuesta",
    "pricing_title": "Precios",
    "pricing_subtitle": "Elija el plan que se adapte a su organizacion"
  },
@@ -214,7 +225,13 @@
    "documentation": "Documentacion",
    "api_reference": "Referencia API",
    "support": "Soporte",
-    "copyright": "2026 CERTifAI. Todos los derechos reservados."
+    "copyright": "2026 CERTifAI. Todos los derechos reservados.",
+    "pill_gdpr": "RGPD Nativo",
+    "pill_self_hosted": "Autoalojado",
+    "pill_eu": "Soberania UE",
+    "preview_models": "Modelos Activos",
+    "preview_tokens": "Tokens / Mes",
+    "preview_spend": "Gasto Total"
  },
  "article": {
    "read_original": "Leer articulo original",
--- a/assets/i18n/fr.json
+++ b/assets/i18n/fr.json
@@ -46,7 +46,8 @@
    "agents": "Agents",
    "flow": "Flux",
    "analytics": "Analytique",
-    "pricing": "Tarifs"
+    "pricing": "Tarifs",
+    "compliance": "Conformite"
  },
  "auth": {
    "redirecting_login": "Redirection vers la connexion...",
@@ -58,15 +59,15 @@
    "title": "Tableau de bord",
    "subtitle": "Actualites et mises a jour IA",
    "topic_placeholder": "Nom du sujet...",
-    "ollama_settings": "Parametres Ollama",
-    "settings_hint": "Laissez vide pour utiliser OLLAMA_URL / OLLAMA_MODEL du fichier .env",
-    "ollama_url": "URL Ollama",
-    "ollama_url_placeholder": "Utilise OLLAMA_URL du fichier .env",
+    "litellm_settings": "Parametres LiteLLM",
+    "settings_hint": "Laissez vide pour utiliser LITELLM_URL / LITELLM_MODEL du fichier .env",
+    "litellm_url": "URL LiteLLM",
+    "litellm_url_placeholder": "Utilise LITELLM_URL du fichier .env",
    "model": "Modele",
-    "model_placeholder": "Utilise OLLAMA_MODEL du fichier .env",
+    "model_placeholder": "Utilise LITELLM_MODEL du fichier .env",
    "searching": "Recherche en cours...",
    "search_failed": "Echec de la recherche : {e}",
-    "ollama_status": "Statut Ollama",
+    "litellm_status": "Statut LiteLLM",
    "trending": "Tendances",
    "recent_searches": "Recherches recentes"
  },
@@ -144,6 +145,16 @@
    "email_address": "Adresse e-mail",
    "email_placeholder": "collegue@entreprise.com",
    "send_invite": "Envoyer l'invitation",
+    "total_spend": "Depenses totales",
+    "total_tokens": "Tokens totaux",
+    "model_usage": "Utilisation par modele",
+    "model": "Modele",
+    "tokens": "Tokens",
+    "spend": "Depenses",
+    "usage_unavailable": "Donnees d'utilisation indisponibles",
+    "loading_usage": "Chargement des donnees d'utilisation...",
+    "prompt_tokens": "Tokens d'entree",
+    "completion_tokens": "Tokens de reponse",
    "pricing_title": "Tarifs",
    "pricing_subtitle": "Choisissez le plan adapte a votre organisation"
  },
@@ -214,7 +225,13 @@
    "documentation": "Documentation",
    "api_reference": "Reference API",
    "support": "Support",
-    "copyright": "2026 CERTifAI. Tous droits reserves."
+    "copyright": "2026 CERTifAI. Tous droits reserves.",
+    "pill_gdpr": "RGPD Natif",
+    "pill_self_hosted": "Auto-heberge",
+    "pill_eu": "Souverainete UE",
+    "preview_models": "Modeles Actifs",
+    "preview_tokens": "Tokens / Mois",
+    "preview_spend": "Depenses Totales"
  },
  "article": {
    "read_original": "Lire l'article original",
--- a/assets/i18n/pt.json
+++ b/assets/i18n/pt.json
@@ -46,7 +46,8 @@
    "agents": "Agentes",
    "flow": "Fluxo",
    "analytics": "Analise",
-    "pricing": "Precos"
+    "pricing": "Precos",
+    "compliance": "Conformidade"
  },
  "auth": {
    "redirecting_login": "A redirecionar para o inicio de sessao...",
@@ -58,15 +59,15 @@
    "title": "Painel",
    "subtitle": "Noticias e atualizacoes de IA",
    "topic_placeholder": "Nome do topico...",
-    "ollama_settings": "Definicoes do Ollama",
-    "settings_hint": "Deixe vazio para usar OLLAMA_URL / OLLAMA_MODEL do .env",
-    "ollama_url": "URL do Ollama",
-    "ollama_url_placeholder": "Utiliza OLLAMA_URL do .env",
+    "litellm_settings": "Definicoes do LiteLLM",
+    "settings_hint": "Deixe vazio para usar LITELLM_URL / LITELLM_MODEL do .env",
+    "litellm_url": "URL do LiteLLM",
+    "litellm_url_placeholder": "Utiliza LITELLM_URL do .env",
    "model": "Modelo",
-    "model_placeholder": "Utiliza OLLAMA_MODEL do .env",
+    "model_placeholder": "Utiliza LITELLM_MODEL do .env",
    "searching": "A pesquisar...",
    "search_failed": "A pesquisa falhou: {e}",
-    "ollama_status": "Estado do Ollama",
+    "litellm_status": "Estado do LiteLLM",
    "trending": "Em destaque",
    "recent_searches": "Pesquisas recentes"
  },
@@ -144,6 +145,16 @@
    "email_address": "Endereco de Email",
    "email_placeholder": "colleague@company.com",
    "send_invite": "Enviar Convite",
+    "total_spend": "Gasto total",
+    "total_tokens": "Tokens totais",
+    "model_usage": "Uso por modelo",
+    "model": "Modelo",
+    "tokens": "Tokens",
+    "spend": "Gasto",
+    "usage_unavailable": "Dados de uso indisponiveis",
+    "loading_usage": "Carregando dados de uso...",
+    "prompt_tokens": "Tokens de entrada",
+    "completion_tokens": "Tokens de resposta",
    "pricing_title": "Precos",
    "pricing_subtitle": "Escolha o plano adequado a sua organizacao"
  },
@@ -214,7 +225,13 @@
    "documentation": "Documentacao",
    "api_reference": "Referencia API",
    "support": "Suporte",
-    "copyright": "2026 CERTifAI. Todos os direitos reservados."
+    "copyright": "2026 CERTifAI. Todos os direitos reservados.",
+    "pill_gdpr": "RGPD Nativo",
+    "pill_self_hosted": "Auto-Alojado",
+    "pill_eu": "Soberania UE",
+    "preview_models": "Modelos Ativos",
+    "preview_tokens": "Tokens / Mes",
+    "preview_spend": "Gasto Total"
  },
  "article": {
    "read_original": "Ler artigo original",
--- a/assets/main.css
+++ b/assets/main.css
--- a/assets/tailwind.css
+++ b/assets/tailwind.css
@@ -1,4 +1,4 @@
-/*! tailwindcss v4.2.0 | MIT License | https://tailwindcss.com */
+/*! tailwindcss v4.2.1 | MIT License | https://tailwindcss.com */
@layer properties;
@layer theme, base, components, utilities;
@layer theme {
@@ -9,6 +9,15 @@
      "Courier New", monospace;
    --color-black: #000;
    --spacing: 0.25rem;
+    --radius-sm: 0.25rem;
+    --radius-md: 0.375rem;
+    --radius-lg: 0.5rem;
+    --radius-xl: 0.75rem;
+    --shadow-sm: 0 1px 3px 0 rgb(0 0 0 / 0.1), 0 1px 2px -1px rgb(0 0 0 / 0.1);
+    --shadow-md: 0 4px 6px -1px rgb(0 0 0 / 0.1), 0 2px 4px -2px rgb(0 0 0 / 0.1);
+    --shadow-lg: 0 10px 15px -3px rgb(0 0 0 / 0.1), 0 4px 6px -4px rgb(0 0 0 / 0.1);
+    --default-transition-duration: 150ms;
+    --default-transition-timing-function: cubic-bezier(0.4, 0, 0.2, 1);
    --default-font-family: var(--font-sans);
    --default-mono-font-family: var(--font-mono);
  }
@@ -162,59 +171,6 @@
  }
 }
@layer utilities {
-  .diff {
-    @layer daisyui.l1.l2.l3 {
-      position: relative;
-      display: grid;
-      width: 100%;
-      overflow: hidden;
-      webkit-user-select: none;
-      user-select: none;
-      grid-template-rows: 1fr 1.8rem 1fr;
-      direction: ltr;
-      container-type: inline-size;
-      grid-template-columns: auto 1fr;
-      &:focus-visible, &:has(.diff-item-1:focus-visible) {
-        outline-style: var(--tw-outline-style);
-        outline-width: 2px;
-        outline-offset: 1px;
-        outline-color: var(--color-base-content);
-      }
-      &:focus-visible {
-        outline-style: var(--tw-outline-style);
-        outline-width: 2px;
-        outline-offset: 1px;
-        outline-color: var(--color-base-content);
-        .diff-resizer {
-          min-width: 95cqi;
-          max-width: 95cqi;
-        }
-      }
-      &:has(.diff-item-1:focus-visible) {
-        outline-style: var(--tw-outline-style);
-        outline-width: 2px;
-        outline-offset: 1px;
-        .diff-resizer {
-          min-width: 5cqi;
-          max-width: 5cqi;
-        }
-      }
-      @supports (-webkit-overflow-scrolling: touch) and (overflow: -webkit-paged-x) {
-        &:focus {
-          .diff-resizer {
-            min-width: 5cqi;
-            max-width: 5cqi;
-          }
-        }
-        &:has(.diff-item-1:focus) {
-          .diff-resizer {
-            min-width: 95cqi;
-            max-width: 95cqi;
-          }
-        }
-      }
-    }
-  }
  .modal {
    @layer daisyui.l1.l2.l3 {
      pointer-events: none;
@@ -1110,31 +1066,98 @@
      }
    }
  }
-  .chat-bubble {
+  .range {
    @layer daisyui.l1.l2.l3 {
-      position: relative;
-      display: block;
-      width: fit-content;
-      border-radius: var(--radius-field);
-      background-color: var(--color-base-300);
-      padding-inline: calc(0.25rem * 4);
-      padding-block: calc(0.25rem * 2);
-      color: var(--color-base-content);
-      grid-row-end: 3;
-      min-height: 2rem;
-      min-width: 2.5rem;
-      max-width: 90%;
-      &:before {
-        position: absolute;
-        bottom: calc(0.25rem * 0);
-        height: calc(0.25rem * 3);
-        width: calc(0.25rem * 3);
-        background-color: inherit;
-        content: "";
-        mask-repeat: no-repeat;
-        mask-image: var(--mask-chat);
-        mask-position: 0px -1px;
-        mask-size: 0.8125rem;
+      appearance: none;
+      webkit-appearance: none;
+      --range-thumb: var(--color-base-100);
+      --range-thumb-size: calc(var(--size-selector, 0.25rem) * 6);
+      --range-progress: currentColor;
+      --range-fill: 1;
+      --range-p: 0.25rem;
+      --range-bg: currentColor;
+      @supports (color: color-mix(in lab, red, red)) {
+        --range-bg: color-mix(in oklab, currentColor 10%, #0000);
+      }
+      cursor: pointer;
+      overflow: hidden;
+      background-color: transparent;
+      vertical-align: middle;
+      width: clamp(3rem, 20rem, 100%);
+      --radius-selector-max: calc(
+      var(--radius-selector) + var(--radius-selector) + var(--radius-selector)
+    );
+      border-radius: calc(var(--radius-selector) + min(var(--range-p), var(--radius-selector-max)));
+      border: none;
+      height: var(--range-thumb-size);
+      [dir="rtl"] & {
+        --range-dir: -1;
+      }
+      &:focus {
+        outline: none;
+      }
+      &:focus-visible {
+        outline: 2px solid;
+        outline-offset: 2px;
+      }
+      &::-webkit-slider-runnable-track {
+        width: 100%;
+        background-color: var(--range-bg);
+        border-radius: var(--radius-selector);
+        height: calc(var(--range-thumb-size) * 0.5);
+      }
+      @media (forced-colors: active) {
+        &::-webkit-slider-runnable-track {
+          border: 1px solid;
+        }
+      }
+      @media (forced-colors: active) {
+        &::-moz-range-track {
+          border: 1px solid;
+        }
+      }
+      &::-webkit-slider-thumb {
+        position: relative;
+        box-sizing: border-box;
+        border-radius: calc(var(--radius-selector) + min(var(--range-p), var(--radius-selector-max)));
+        background-color: var(--range-thumb);
+        height: var(--range-thumb-size);
+        width: var(--range-thumb-size);
+        border: var(--range-p) solid;
+        appearance: none;
+        webkit-appearance: none;
+        top: 50%;
+        color: var(--range-progress);
+        transform: translateY(-50%);
+        box-shadow: 0 -1px oklch(0% 0 0 / calc(var(--depth) * 0.1)) inset, 0 8px 0 -4px oklch(100% 0 0 / calc(var(--depth) * 0.1)) inset, 0 1px currentColor, 0 0 0 2rem var(--range-thumb) inset, calc((var(--range-dir, 1) * -100cqw) - (var(--range-dir, 1) * var(--range-thumb-size) / 2)) 0 0 calc(100cqw * var(--range-fill));
+        @supports (color: color-mix(in lab, red, red)) {
+          box-shadow: 0 -1px oklch(0% 0 0 / calc(var(--depth) * 0.1)) inset, 0 8px 0 -4px oklch(100% 0 0 / calc(var(--depth) * 0.1)) inset, 0 1px color-mix(in oklab, currentColor calc(var(--depth) * 10%), #0000), 0 0 0 2rem var(--range-thumb) inset, calc((var(--range-dir, 1) * -100cqw) - (var(--range-dir, 1) * var(--range-thumb-size) / 2)) 0 0 calc(100cqw * var(--range-fill));
+        }
+      }
+      &::-moz-range-track {
+        width: 100%;
+        background-color: var(--range-bg);
+        border-radius: var(--radius-selector);
+        height: calc(var(--range-thumb-size) * 0.5);
+      }
+      &::-moz-range-thumb {
+        position: relative;
+        box-sizing: border-box;
+        border-radius: calc(var(--radius-selector) + min(var(--range-p), var(--radius-selector-max)));
+        background-color: currentColor;
+        height: var(--range-thumb-size);
+        width: var(--range-thumb-size);
+        border: var(--range-p) solid;
+        top: 50%;
+        color: var(--range-progress);
+        box-shadow: 0 -1px oklch(0% 0 0 / calc(var(--depth) * 0.1)) inset, 0 8px 0 -4px oklch(100% 0 0 / calc(var(--depth) * 0.1)) inset, 0 1px currentColor, 0 0 0 2rem var(--range-thumb) inset, calc((var(--range-dir, 1) * -100cqw) - (var(--range-dir, 1) * var(--range-thumb-size) / 2)) 0 0 calc(100cqw * var(--range-fill));
+        @supports (color: color-mix(in lab, red, red)) {
+          box-shadow: 0 -1px oklch(0% 0 0 / calc(var(--depth) * 0.1)) inset, 0 8px 0 -4px oklch(100% 0 0 / calc(var(--depth) * 0.1)) inset, 0 1px color-mix(in oklab, currentColor calc(var(--depth) * 10%), #0000), 0 0 0 2rem var(--range-thumb) inset, calc((var(--range-dir, 1) * -100cqw) - (var(--range-dir, 1) * var(--range-thumb-size) / 2)) 0 0 calc(100cqw * var(--range-fill));
+        }
+      }
+      &:disabled {
+        cursor: not-allowed;
+        opacity: 30%;
      }
    }
  }
@@ -1525,81 +1548,6 @@
      padding: calc(0.25rem * 4);
    }
  }
-  .textarea {
-    @layer daisyui.l1.l2.l3 {
-      border: var(--border) solid #0000;
-      min-height: calc(0.25rem * 20);
-      flex-shrink: 1;
-      appearance: none;
-      border-radius: var(--radius-field);
-      background-color: var(--color-base-100);
-      padding-block: calc(0.25rem * 2);
-      vertical-align: middle;
-      width: clamp(3rem, 20rem, 100%);
-      padding-inline-start: 0.75rem;
-      padding-inline-end: 0.75rem;
-      font-size: max(var(--font-size, 0.875rem), 0.875rem);
-      touch-action: manipulation;
-      border-color: var(--input-color);
-      box-shadow: 0 1px var(--input-color) inset, 0 -1px oklch(100% 0 0 / calc(var(--depth) * 0.1)) inset;
-      @supports (color: color-mix(in lab, red, red)) {
-        box-shadow: 0 1px color-mix(in oklab, var(--input-color) calc(var(--depth) * 10%), #0000) inset, 0 -1px oklch(100% 0 0 / calc(var(--depth) * 0.1)) inset;
-      }
-      --input-color: var(--color-base-content);
-      @supports (color: color-mix(in lab, red, red)) {
-        --input-color: color-mix(in oklab, var(--color-base-content) 20%, #0000);
-      }
-      textarea {
-        appearance: none;
-        background-color: transparent;
-        border: none;
-        &:focus, &:focus-within {
-          --tw-outline-style: none;
-          outline-style: none;
-          @media (forced-colors: active) {
-            outline: 2px solid transparent;
-            outline-offset: 2px;
-          }
-        }
-      }
-      &:focus, &:focus-within {
-        --input-color: var(--color-base-content);
-        box-shadow: 0 1px var(--input-color);
-        @supports (color: color-mix(in lab, red, red)) {
-          box-shadow: 0 1px color-mix(in oklab, var(--input-color) calc(var(--depth) * 10%), #0000);
-        }
-        outline: 2px solid var(--input-color);
-        outline-offset: 2px;
-        isolation: isolate;
-      }
-      @media (pointer: coarse) {
-        @supports (-webkit-touch-callout: none) {
-          &:focus, &:focus-within {
-            --font-size: 1rem;
-          }
-        }
-      }
-      &:has(> textarea[disabled]), &:is(:disabled, [disabled]) {
-        cursor: not-allowed;
-        border-color: var(--color-base-200);
-        background-color: var(--color-base-200);
-        color: var(--color-base-content);
-        @supports (color: color-mix(in lab, red, red)) {
-          color: color-mix(in oklab, var(--color-base-content) 40%, transparent);
-        }
-        &::placeholder {
-          color: var(--color-base-content);
-          @supports (color: color-mix(in lab, red, red)) {
-            color: color-mix(in oklab, var(--color-base-content) 20%, transparent);
-          }
-        }
-        box-shadow: none;
-      }
-      &:has(> textarea[disabled]) > textarea[disabled] {
-        cursor: not-allowed;
-      }
-    }
-  }
  .stack {
    @layer daisyui.l1.l2.l3 {
      display: inline-grid;
@@ -1694,6 +1642,14 @@
      }
    }
  }
+  .stat-value {
+    @layer daisyui.l1.l2.l3 {
+      grid-column-start: 1;
+      white-space: nowrap;
+      font-size: 2rem;
+      font-weight: 800;
+    }
+  }
  .container {
    width: 100%;
    @media (width >= 40rem) {
@@ -1879,6 +1835,23 @@
      }
    }
  }
+  .stat {
+    @layer daisyui.l1.l2.l3 {
+      display: inline-grid;
+      width: 100%;
+      column-gap: calc(0.25rem * 4);
+      padding-inline: calc(0.25rem * 6);
+      padding-block: calc(0.25rem * 4);
+      grid-template-columns: repeat(1, 1fr);
+      &:not(:last-child) {
+        border-inline-end: var(--border) dashed currentColor;
+        @supports (color: color-mix(in lab, red, red)) {
+          border-inline-end: var(--border) dashed color-mix(in oklab, currentColor 10%, #0000);
+        }
+        border-block-end: none;
+      }
+    }
+  }
  .chat {
    @layer daisyui.l1.l2.l3 {
      display: grid;
@@ -1897,6 +1870,9 @@
      font-weight: 600;
    }
  }
+  .flex {
+    display: flex;
+  }
  .grid {
    display: grid;
  }
@@ -1909,6 +1885,9 @@
  .table {
    display: table;
  }
+  .border-collapse {
+    border-collapse: collapse;
+  }
  .transform {
    transform: var(--tw-rotate-x,) var(--tw-rotate-y,) var(--tw-rotate-z,) var(--tw-skew-x,) var(--tw-skew-y,);
  }
@@ -1930,13 +1909,12 @@
      }
    }
  }
-  .badge-outline {
-    @layer daisyui.l1.l2 {
-      color: var(--badge-color);
-      --badge-bg: #0000;
-      background-image: none;
-      border-color: currentColor;
-    }
+  .flex-wrap {
+    flex-wrap: wrap;
+  }
+  .border {
+    border-style: var(--tw-border-style);
+    border-width: 1px;
  }
  .glass {
    border: none;
@@ -1955,10 +1933,6 @@
  .lowercase {
    text-transform: lowercase;
  }
-  .outline {
-    outline-style: var(--tw-outline-style);
-    outline-width: 1px;
-  }
  .btn-ghost {
    @layer daisyui.l1 {
      &:not(.btn-active, :hover, :active:focus, :focus-visible, input:checked:not(.filter .btn)) {
@@ -1986,6 +1960,15 @@
  .filter {
    filter: var(--tw-blur,) var(--tw-brightness,) var(--tw-contrast,) var(--tw-grayscale,) var(--tw-hue-rotate,) var(--tw-invert,) var(--tw-saturate,) var(--tw-sepia,) var(--tw-drop-shadow,);
  }
+  .backdrop-filter {
+    -webkit-backdrop-filter: var(--tw-backdrop-blur,) var(--tw-backdrop-brightness,) var(--tw-backdrop-contrast,) var(--tw-backdrop-grayscale,) var(--tw-backdrop-hue-rotate,) var(--tw-backdrop-invert,) var(--tw-backdrop-opacity,) var(--tw-backdrop-saturate,) var(--tw-backdrop-sepia,);
+    backdrop-filter: var(--tw-backdrop-blur,) var(--tw-backdrop-brightness,) var(--tw-backdrop-contrast,) var(--tw-backdrop-grayscale,) var(--tw-backdrop-hue-rotate,) var(--tw-backdrop-invert,) var(--tw-backdrop-opacity,) var(--tw-backdrop-saturate,) var(--tw-backdrop-sepia,);
+  }
+  .transition {
+    transition-property: color, background-color, border-color, outline-color, text-decoration-color, fill, stroke, --tw-gradient-from, --tw-gradient-via, --tw-gradient-to, opacity, box-shadow, transform, translate, scale, rotate, filter, -webkit-backdrop-filter, backdrop-filter, display, content-visibility, overlay, pointer-events;
+    transition-timing-function: var(--tw-ease, var(--default-transition-timing-function));
+    transition-duration: var(--tw-duration, var(--default-transition-duration));
+  }
  .btn-outline {
    @layer daisyui.l1 {
      &:not( .btn-active, :hover, :active:focus, :focus-visible, input:checked:not(.filter .btn), :disabled, [disabled], .btn-disabled ) {
@@ -2400,7 +2383,7 @@
  syntax: "*";
  inherits: false;
 }
-@property --tw-outline-style {
+@property --tw-border-style {
  syntax: "*";
  inherits: false;
  initial-value: solid;
@@ -2458,6 +2441,42 @@
  syntax: "*";
  inherits: false;
 }
+@property --tw-backdrop-blur {
+  syntax: "*";
+  inherits: false;
+}
+@property --tw-backdrop-brightness {
+  syntax: "*";
+  inherits: false;
+}
+@property --tw-backdrop-contrast {
+  syntax: "*";
+  inherits: false;
+}
+@property --tw-backdrop-grayscale {
+  syntax: "*";
+  inherits: false;
+}
+@property --tw-backdrop-hue-rotate {
+  syntax: "*";
+  inherits: false;
+}
+@property --tw-backdrop-invert {
+  syntax: "*";
+  inherits: false;
+}
+@property --tw-backdrop-opacity {
+  syntax: "*";
+  inherits: false;
+}
+@property --tw-backdrop-saturate {
+  syntax: "*";
+  inherits: false;
+}
+@property --tw-backdrop-sepia {
+  syntax: "*";
+  inherits: false;
+}
@layer properties {
  @supports ((-webkit-hyphens: none) and (not (margin-trim: inline))) or ((-moz-orient: inline) and (not (color:rgb(from red r g b)))) {
    *, ::before, ::after, ::backdrop {
@@ -2466,7 +2485,7 @@
      --tw-rotate-z: initial;
      --tw-skew-x: initial;
      --tw-skew-y: initial;
-      --tw-outline-style: solid;
+      --tw-border-style: solid;
      --tw-blur: initial;
      --tw-brightness: initial;
      --tw-contrast: initial;
@@ -2480,6 +2499,15 @@
      --tw-drop-shadow-color: initial;
      --tw-drop-shadow-alpha: 100%;
      --tw-drop-shadow-size: initial;
+      --tw-backdrop-blur: initial;
+      --tw-backdrop-brightness: initial;
+      --tw-backdrop-contrast: initial;
+      --tw-backdrop-grayscale: initial;
+      --tw-backdrop-hue-rotate: initial;
+      --tw-backdrop-invert: initial;
+      --tw-backdrop-opacity: initial;
+      --tw-backdrop-saturate: initial;
+      --tw-backdrop-sepia: initial;
    }
  }
 }
--- a/design-templates/01-nordic-frost.html
+++ b/design-templates/01-nordic-frost.html
@@ -0,0 +1,907 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+<meta charset="UTF-8">
+<meta name="viewport" content="width=device-width, initial-scale=1.0">
+<title>CERTifAI - Template 1: Nordic Frost</title>
+<link rel="preconnect" href="https://fonts.googleapis.com">
+<link href="https://fonts.googleapis.com/css2?family=DM+Sans:ital,wght@0,400;0,500;0,600;0,700&family=Playfair+Display:wght@500;600;700;800&display=swap" rel="stylesheet">
+<style>
+/* ========================================================================
+   TEMPLATE 1: NORDIC FROST
+   ========================================================================
+   Mood:       Clean, minimal, premium, Scandinavian-inspired
+   Audience:   Enterprise, banking, legal, healthcare
+   Palette:    Cool whites, slate greys, muted teal accents
+   Fonts:      Playfair Display (headings) + DM Sans (body)
+   Feel:       Trustworthy, understated luxury, whisper-quiet confidence
+   ======================================================================== */
+
+*, *::before, *::after { margin: 0; padding: 0; box-sizing: border-box; }
+
+:root {
+  --bg-primary: #f7f8fa;
+  --bg-secondary: #ffffff;
+  --bg-tertiary: #eef0f4;
+  --bg-dark: #1a1e2e;
+  --bg-dark-card: #232838;
+  --text-primary: #1a1e2e;
+  --text-secondary: #5a6178;
+  --text-muted: #8b92a8;
+  --text-inverse: #f0f1f5;
+  --accent: #3a8f8b;
+  --accent-light: #4aada8;
+  --accent-muted: rgba(58, 143, 139, 0.08);
+  --accent-border: rgba(58, 143, 139, 0.2);
+  --border: #e4e7ee;
+  --border-subtle: #eef0f4;
+  --shadow-sm: 0 1px 3px rgba(26, 30, 46, 0.04);
+  --shadow-md: 0 4px 16px rgba(26, 30, 46, 0.06);
+  --shadow-lg: 0 8px 32px rgba(26, 30, 46, 0.08);
+  --radius-sm: 6px;
+  --radius-md: 10px;
+  --radius-lg: 16px;
+  --radius-xl: 24px;
+}
+
+body {
+  font-family: 'DM Sans', sans-serif;
+  color: var(--text-primary);
+  background: var(--bg-primary);
+  line-height: 1.6;
+  -webkit-font-smoothing: antialiased;
+}
+
+h1, h2, h3, h4 {
+  font-family: 'Playfair Display', serif;
+  font-weight: 600;
+  line-height: 1.2;
+}
+
+/* ===== View Switcher ===== */
+.view-switcher {
+  position: fixed;
+  top: 20px;
+  right: 20px;
+  z-index: 9999;
+  display: flex;
+  gap: 6px;
+  background: var(--bg-dark);
+  padding: 6px;
+  border-radius: 12px;
+  box-shadow: 0 4px 24px rgba(0,0,0,0.2);
+}
+.view-switcher button {
+  font-family: 'DM Sans', sans-serif;
+  font-size: 13px;
+  font-weight: 500;
+  border: none;
+  padding: 8px 16px;
+  border-radius: 8px;
+  cursor: pointer;
+  background: transparent;
+  color: rgba(255,255,255,0.5);
+  transition: all 0.2s;
+}
+.view-switcher button.active {
+  background: var(--accent);
+  color: #fff;
+}
+.view-switcher button:hover:not(.active) {
+  color: rgba(255,255,255,0.8);
+}
+
+.view { display: none; }
+.view.active { display: block; }
+
+/* ===== LANDING PAGE ===== */
+
+/* -- Navbar -- */
+.landing-nav {
+  display: flex;
+  align-items: center;
+  justify-content: space-between;
+  padding: 20px 64px;
+  background: rgba(255,255,255,0.8);
+  backdrop-filter: blur(20px);
+  border-bottom: 1px solid var(--border-subtle);
+  position: sticky;
+  top: 0;
+  z-index: 100;
+}
+.nav-logo {
+  font-family: 'Playfair Display', serif;
+  font-size: 22px;
+  font-weight: 700;
+  color: var(--text-primary);
+  letter-spacing: -0.3px;
+}
+.nav-logo span { color: var(--accent); }
+.nav-links {
+  display: flex;
+  gap: 36px;
+  list-style: none;
+}
+.nav-links a {
+  text-decoration: none;
+  color: var(--text-secondary);
+  font-size: 14px;
+  font-weight: 500;
+  transition: color 0.2s;
+}
+.nav-links a:hover { color: var(--text-primary); }
+.nav-cta {
+  display: flex;
+  gap: 12px;
+  align-items: center;
+}
+.btn-ghost {
+  font-family: 'DM Sans', sans-serif;
+  font-size: 14px;
+  font-weight: 500;
+  padding: 10px 20px;
+  border: none;
+  background: transparent;
+  color: var(--text-secondary);
+  cursor: pointer;
+  border-radius: var(--radius-md);
+  transition: all 0.2s;
+}
+.btn-ghost:hover { color: var(--text-primary); background: var(--bg-tertiary); }
+.btn-primary {
+  font-family: 'DM Sans', sans-serif;
+  font-size: 14px;
+  font-weight: 600;
+  padding: 10px 24px;
+  border: none;
+  background: var(--accent);
+  color: #fff;
+  cursor: pointer;
+  border-radius: var(--radius-md);
+  transition: all 0.25s;
+}
+.btn-primary:hover { background: var(--accent-light); transform: translateY(-1px); box-shadow: var(--shadow-md); }
+
+/* -- Hero -- */
+.hero {
+  padding: 120px 64px 100px;
+  text-align: center;
+  position: relative;
+  overflow: hidden;
+}
+.hero::before {
+  content: '';
+  position: absolute;
+  top: -200px;
+  left: 50%;
+  transform: translateX(-50%);
+  width: 800px;
+  height: 800px;
+  background: radial-gradient(circle, rgba(58,143,139,0.06) 0%, transparent 70%);
+  pointer-events: none;
+}
+.hero-badge {
+  display: inline-flex;
+  align-items: center;
+  gap: 8px;
+  padding: 6px 16px;
+  background: var(--accent-muted);
+  border: 1px solid var(--accent-border);
+  border-radius: 100px;
+  font-size: 13px;
+  font-weight: 500;
+  color: var(--accent);
+  margin-bottom: 32px;
+  animation: fadeUp 0.6s ease;
+}
+.hero h1 {
+  font-size: 64px;
+  letter-spacing: -1.5px;
+  margin-bottom: 24px;
+  animation: fadeUp 0.6s ease 0.1s both;
+}
+.hero h1 em {
+  font-style: italic;
+  color: var(--accent);
+}
+.hero p {
+  font-size: 18px;
+  color: var(--text-secondary);
+  max-width: 560px;
+  margin: 0 auto 40px;
+  animation: fadeUp 0.6s ease 0.2s both;
+}
+.hero-actions {
+  display: flex;
+  gap: 16px;
+  justify-content: center;
+  animation: fadeUp 0.6s ease 0.3s both;
+}
+.btn-outline {
+  font-family: 'DM Sans', sans-serif;
+  font-size: 14px;
+  font-weight: 600;
+  padding: 12px 28px;
+  border: 1.5px solid var(--border);
+  background: var(--bg-secondary);
+  color: var(--text-primary);
+  cursor: pointer;
+  border-radius: var(--radius-md);
+  transition: all 0.25s;
+}
+.btn-outline:hover { border-color: var(--accent); color: var(--accent); }
+.btn-lg { padding: 14px 32px; font-size: 15px; }
+
+/* -- Trust Bar -- */
+.trust-bar {
+  display: flex;
+  justify-content: center;
+  gap: 48px;
+  padding: 48px 64px;
+  border-top: 1px solid var(--border-subtle);
+  border-bottom: 1px solid var(--border-subtle);
+}
+.trust-item {
+  display: flex;
+  align-items: center;
+  gap: 12px;
+  font-size: 14px;
+  color: var(--text-muted);
+  font-weight: 500;
+}
+.trust-icon {
+  width: 36px;
+  height: 36px;
+  display: flex;
+  align-items: center;
+  justify-content: center;
+  background: var(--accent-muted);
+  border-radius: var(--radius-sm);
+  color: var(--accent);
+  font-size: 16px;
+}
+
+/* -- Features -- */
+.features {
+  padding: 100px 64px;
+}
+.section-header {
+  text-align: center;
+  margin-bottom: 64px;
+}
+.section-header h2 {
+  font-size: 40px;
+  letter-spacing: -0.8px;
+  margin-bottom: 16px;
+}
+.section-header p {
+  font-size: 16px;
+  color: var(--text-secondary);
+  max-width: 480px;
+  margin: 0 auto;
+}
+.features-grid {
+  display: grid;
+  grid-template-columns: repeat(3, 1fr);
+  gap: 24px;
+  max-width: 1100px;
+  margin: 0 auto;
+}
+.feature-card {
+  padding: 32px;
+  background: var(--bg-secondary);
+  border: 1px solid var(--border);
+  border-radius: var(--radius-lg);
+  transition: all 0.3s ease;
+}
+.feature-card:hover {
+  border-color: var(--accent-border);
+  box-shadow: var(--shadow-md);
+  transform: translateY(-2px);
+}
+.feature-icon {
+  width: 44px;
+  height: 44px;
+  display: flex;
+  align-items: center;
+  justify-content: center;
+  background: var(--accent-muted);
+  border-radius: var(--radius-md);
+  color: var(--accent);
+  font-size: 20px;
+  margin-bottom: 20px;
+}
+.feature-card h3 {
+  font-family: 'DM Sans', sans-serif;
+  font-size: 17px;
+  font-weight: 600;
+  margin-bottom: 10px;
+}
+.feature-card p {
+  font-size: 14px;
+  color: var(--text-secondary);
+  line-height: 1.7;
+}
+
+/* -- CTA Section -- */
+.cta-section {
+  padding: 80px 64px;
+  text-align: center;
+}
+.cta-box {
+  max-width: 700px;
+  margin: 0 auto;
+  padding: 64px;
+  background: var(--bg-dark);
+  border-radius: var(--radius-xl);
+  color: var(--text-inverse);
+}
+.cta-box h2 {
+  font-size: 36px;
+  margin-bottom: 16px;
+  letter-spacing: -0.5px;
+}
+.cta-box p {
+  font-size: 16px;
+  color: rgba(240,241,245,0.6);
+  margin-bottom: 32px;
+}
+.btn-white {
+  font-family: 'DM Sans', sans-serif;
+  font-size: 14px;
+  font-weight: 600;
+  padding: 14px 32px;
+  border: none;
+  background: #fff;
+  color: var(--bg-dark);
+  cursor: pointer;
+  border-radius: var(--radius-md);
+  transition: all 0.25s;
+}
+.btn-white:hover { transform: translateY(-1px); box-shadow: 0 4px 20px rgba(255,255,255,0.15); }
+
+/* -- Footer -- */
+.landing-footer {
+  padding: 48px 64px;
+  display: flex;
+  justify-content: space-between;
+  align-items: center;
+  border-top: 1px solid var(--border-subtle);
+  font-size: 13px;
+  color: var(--text-muted);
+}
+.footer-links { display: flex; gap: 24px; }
+.footer-links a { color: var(--text-muted); text-decoration: none; }
+.footer-links a:hover { color: var(--text-primary); }
+
+/* ===== DASHBOARD PAGE ===== */
+
+.dashboard-layout {
+  display: flex;
+  min-height: 100vh;
+  background: var(--bg-primary);
+}
+
+/* -- Sidebar -- */
+.sidebar {
+  width: 260px;
+  min-width: 260px;
+  background: var(--bg-secondary);
+  border-right: 1px solid var(--border);
+  display: flex;
+  flex-direction: column;
+  height: 100vh;
+  position: sticky;
+  top: 0;
+}
+.sidebar-brand {
+  padding: 24px 20px;
+  border-bottom: 1px solid var(--border-subtle);
+}
+.sidebar-brand h2 {
+  font-size: 20px;
+  font-weight: 700;
+  letter-spacing: -0.3px;
+}
+.sidebar-brand h2 span { color: var(--accent); }
+.sidebar-user {
+  display: flex;
+  align-items: center;
+  gap: 12px;
+  padding: 20px;
+  border-bottom: 1px solid var(--border-subtle);
+}
+.user-avatar {
+  width: 36px;
+  height: 36px;
+  border-radius: 50%;
+  background: var(--accent);
+  color: #fff;
+  display: flex;
+  align-items: center;
+  justify-content: center;
+  font-size: 14px;
+  font-weight: 600;
+}
+.user-info { min-width: 0; }
+.user-name { font-size: 14px; font-weight: 600; }
+.user-email { font-size: 12px; color: var(--text-muted); }
+.sidebar-nav {
+  flex: 1;
+  padding: 16px 12px;
+}
+.nav-section-label {
+  font-size: 11px;
+  font-weight: 600;
+  text-transform: uppercase;
+  letter-spacing: 0.08em;
+  color: var(--text-muted);
+  padding: 12px 12px 8px;
+}
+.nav-item {
+  display: flex;
+  align-items: center;
+  gap: 12px;
+  padding: 10px 12px;
+  border-radius: var(--radius-sm);
+  font-size: 14px;
+  font-weight: 500;
+  color: var(--text-secondary);
+  cursor: pointer;
+  transition: all 0.15s;
+  text-decoration: none;
+}
+.nav-item:hover { background: var(--bg-tertiary); color: var(--text-primary); }
+.nav-item.active {
+  background: var(--accent-muted);
+  color: var(--accent);
+  font-weight: 600;
+}
+.nav-item svg { width: 18px; height: 18px; opacity: 0.6; }
+.nav-item.active svg { opacity: 1; }
+.sidebar-footer {
+  padding: 16px 20px;
+  border-top: 1px solid var(--border-subtle);
+  font-size: 12px;
+  color: var(--text-muted);
+}
+
+/* -- Main Content -- */
+.main-content {
+  flex: 1;
+  padding: 40px 48px;
+  min-width: 0;
+}
+.page-header {
+  display: flex;
+  justify-content: space-between;
+  align-items: flex-start;
+  margin-bottom: 36px;
+}
+.page-title { font-size: 28px; letter-spacing: -0.5px; }
+.page-subtitle { font-size: 14px; color: var(--text-muted); margin-top: 4px; font-family: 'DM Sans', sans-serif; }
+
+/* -- Stats Row -- */
+.stats-row {
+  display: grid;
+  grid-template-columns: repeat(4, 1fr);
+  gap: 20px;
+  margin-bottom: 36px;
+}
+.stat-card {
+  padding: 24px;
+  background: var(--bg-secondary);
+  border: 1px solid var(--border);
+  border-radius: var(--radius-lg);
+  transition: all 0.2s;
+}
+.stat-card:hover { box-shadow: var(--shadow-sm); }
+.stat-label {
+  font-size: 12px;
+  font-weight: 500;
+  color: var(--text-muted);
+  text-transform: uppercase;
+  letter-spacing: 0.04em;
+  margin-bottom: 8px;
+}
+.stat-value {
+  font-family: 'Playfair Display', serif;
+  font-size: 28px;
+  font-weight: 700;
+  color: var(--text-primary);
+}
+.stat-change {
+  font-size: 12px;
+  font-weight: 500;
+  margin-top: 6px;
+  color: var(--accent);
+}
+
+/* -- Content Grid -- */
+.content-grid {
+  display: grid;
+  grid-template-columns: 2fr 1fr;
+  gap: 24px;
+}
+.card {
+  background: var(--bg-secondary);
+  border: 1px solid var(--border);
+  border-radius: var(--radius-lg);
+  padding: 28px;
+}
+.card-title {
+  font-family: 'DM Sans', sans-serif;
+  font-size: 16px;
+  font-weight: 600;
+  margin-bottom: 20px;
+  display: flex;
+  justify-content: space-between;
+  align-items: center;
+}
+.card-title .badge {
+  font-size: 11px;
+  font-weight: 600;
+  padding: 4px 10px;
+  background: var(--accent-muted);
+  color: var(--accent);
+  border-radius: 100px;
+}
+
+/* -- Table -- */
+.data-table {
+  width: 100%;
+  border-collapse: collapse;
+}
+.data-table th {
+  font-size: 11px;
+  font-weight: 600;
+  text-transform: uppercase;
+  letter-spacing: 0.06em;
+  color: var(--text-muted);
+  text-align: left;
+  padding: 10px 0;
+  border-bottom: 1px solid var(--border);
+}
+.data-table td {
+  font-size: 14px;
+  padding: 14px 0;
+  border-bottom: 1px solid var(--border-subtle);
+  color: var(--text-primary);
+}
+.data-table tr:last-child td { border-bottom: none; }
+.model-tag {
+  font-size: 12px;
+  font-weight: 500;
+  padding: 3px 10px;
+  background: var(--bg-tertiary);
+  border-radius: 100px;
+  color: var(--text-secondary);
+}
+
+/* -- Status Indicator -- */
+.status-dot {
+  width: 8px;
+  height: 8px;
+  border-radius: 50%;
+  display: inline-block;
+  margin-right: 8px;
+}
+.status-dot.online { background: #3a8f8b; box-shadow: 0 0 6px rgba(58,143,139,0.4); }
+.status-dot.offline { background: #c4c4c4; }
+
+/* -- Members List -- */
+.member-item {
+  display: flex;
+  align-items: center;
+  gap: 12px;
+  padding: 12px 0;
+  border-bottom: 1px solid var(--border-subtle);
+}
+.member-item:last-child { border-bottom: none; }
+.member-avatar {
+  width: 32px;
+  height: 32px;
+  border-radius: 50%;
+  display: flex;
+  align-items: center;
+  justify-content: center;
+  font-size: 12px;
+  font-weight: 600;
+  color: #fff;
+}
+.member-name { font-size: 14px; font-weight: 500; }
+.member-role { font-size: 12px; color: var(--text-muted); }
+.member-role-badge {
+  margin-left: auto;
+  font-size: 11px;
+  font-weight: 500;
+  padding: 3px 10px;
+  border-radius: 100px;
+  background: var(--bg-tertiary);
+  color: var(--text-secondary);
+}
+
+/* ===== ANIMATIONS ===== */
+@keyframes fadeUp {
+  from { opacity: 0; transform: translateY(16px); }
+  to { opacity: 1; transform: translateY(0); }
+}
+.fade-in { animation: fadeUp 0.5s ease both; }
+.fade-in-1 { animation-delay: 0.1s; }
+.fade-in-2 { animation-delay: 0.2s; }
+.fade-in-3 { animation-delay: 0.3s; }
+.fade-in-4 { animation-delay: 0.4s; }
+</style>
+</head>
+<body>
+
+<!-- View Switcher -->
+<div class="view-switcher">
+  <button class="active" onclick="showView('landing')">Landing</button>
+  <button onclick="showView('dashboard')">Dashboard</button>
+</div>
+
+<!-- ===== LANDING PAGE ===== -->
+<div id="landing" class="view active">
+  <nav class="landing-nav">
+    <div class="nav-logo">CERT<span>if</span>AI</div>
+    <ul class="nav-links">
+      <li><a href="#">Features</a></li>
+      <li><a href="#">How It Works</a></li>
+      <li><a href="#">Pricing</a></li>
+      <li><a href="#">Docs</a></li>
+    </ul>
+    <div class="nav-cta">
+      <button class="btn-ghost">Sign In</button>
+      <button class="btn-primary">Get Started</button>
+    </div>
+  </nav>
+
+  <section class="hero">
+    <div class="hero-badge">&#9679; GDPR-Compliant &middot; 100% On-Premise</div>
+    <h1>Your AI infrastructure,<br><em>your rules.</em></h1>
+    <p>Self-hosted generative AI for companies that refuse to compromise on data sovereignty. Deploy, configure, and scale without leaving the EU.</p>
+    <div class="hero-actions">
+      <button class="btn-primary btn-lg">Start Free Trial</button>
+      <button class="btn-outline btn-lg">View Documentation</button>
+    </div>
+  </section>
+
+  <div class="trust-bar">
+    <div class="trust-item">
+      <div class="trust-icon">&#9745;</div>
+      100% On-Premise
+    </div>
+    <div class="trust-item">
+      <div class="trust-icon">&#9878;</div>
+      GDPR Compliant
+    </div>
+    <div class="trust-item">
+      <div class="trust-icon">&#9873;</div>
+      EU Data Residency
+    </div>
+    <div class="trust-item">
+      <div class="trust-icon">&#8709;</div>
+      Zero Third-Party Access
+    </div>
+  </div>
+
+  <section class="features">
+    <div class="section-header">
+      <h2>Built for sovereignty</h2>
+      <p>Every component designed to keep your intellectual property exactly where it belongs.</p>
+    </div>
+    <div class="features-grid">
+      <div class="feature-card fade-in fade-in-1">
+        <div class="feature-icon">&#9881;</div>
+        <h3>Self-Hosted Infrastructure</h3>
+        <p>Deploy on your hardware or private cloud. No data ever leaves your perimeter.</p>
+      </div>
+      <div class="feature-card fade-in fade-in-2">
+        <div class="feature-icon">&#9741;</div>
+        <h3>Multi-LLM Gateway</h3>
+        <p>Route between providers through a single API. LiteLLM proxy with full observability.</p>
+      </div>
+      <div class="feature-card fade-in fade-in-3">
+        <div class="feature-icon">&#10070;</div>
+        <h3>Agent Orchestration</h3>
+        <p>Build and manage LangGraph agents with visual workflows and real-time monitoring.</p>
+      </div>
+      <div class="feature-card fade-in fade-in-4">
+        <div class="feature-icon">&#9211;</div>
+        <h3>SSO & Identity</h3>
+        <p>Keycloak-powered authentication. Connect your existing LDAP or SAML provider.</p>
+      </div>
+      <div class="feature-card fade-in fade-in-3">
+        <div class="feature-icon">&#9776;</div>
+        <h3>Full Observability</h3>
+        <p>Langfuse integration for traces, cost tracking, and prompt engineering analytics.</p>
+      </div>
+      <div class="feature-card fade-in fade-in-4">
+        <div class="feature-icon">&#10132;</div>
+        <h3>API-First Design</h3>
+        <p>RESTful endpoints, API key management, and MCP server support built in.</p>
+      </div>
+    </div>
+  </section>
+
+  <section class="cta-section">
+    <div class="cta-box">
+      <h2>Ready to take control?</h2>
+      <p>Deploy your private AI infrastructure in under 30 minutes. No credit card required.</p>
+      <button class="btn-white">Start Your Free Trial</button>
+    </div>
+  </section>
+
+  <footer class="landing-footer">
+    <span>&copy; 2026 CERTifAI. All rights reserved.</span>
+    <div class="footer-links">
+      <a href="#">Privacy</a>
+      <a href="#">Impressum</a>
+      <a href="#">Terms</a>
+    </div>
+  </footer>
+</div>
+
+<!-- ===== DASHBOARD PAGE ===== -->
+<div id="dashboard" class="view">
+  <div class="dashboard-layout">
+    <aside class="sidebar">
+      <div class="sidebar-brand">
+        <h2>CERT<span>if</span>AI</h2>
+      </div>
+      <div class="sidebar-user">
+        <div class="user-avatar">MM</div>
+        <div class="user-info">
+          <div class="user-name">Max Mustermann</div>
+          <div class="user-email">max@company.de</div>
+        </div>
+      </div>
+      <nav class="sidebar-nav">
+        <div class="nav-section-label">Main</div>
+        <a class="nav-item active" href="#">&#9632; Dashboard</a>
+        <a class="nav-item" href="#">&#9674; Providers</a>
+        <a class="nav-item" href="#">&#9993; Chat</a>
+        <div class="nav-section-label">Developer</div>
+        <a class="nav-item" href="#">&#9881; Agents</a>
+        <a class="nav-item" href="#">&#10697; Workflows</a>
+        <a class="nav-item" href="#">&#9776; Analytics</a>
+        <div class="nav-section-label">Organization</div>
+        <a class="nav-item" href="#">&#9733; Billing</a>
+        <a class="nav-item" href="#">&#10070; Members</a>
+      </nav>
+      <div class="sidebar-footer">CERTifAI v0.1.0</div>
+    </aside>
+
+    <main class="main-content">
+      <div class="page-header">
+        <div>
+          <h1 class="page-title">Dashboard</h1>
+          <p class="page-subtitle">AI news and system overview</p>
+        </div>
+        <button class="btn-primary">New Search</button>
+      </div>
+
+      <div class="stats-row">
+        <div class="stat-card fade-in fade-in-1">
+          <div class="stat-label">Total Spend</div>
+          <div class="stat-value">$47.82</div>
+          <div class="stat-change">+12% this month</div>
+        </div>
+        <div class="stat-card fade-in fade-in-2">
+          <div class="stat-label">Total Tokens</div>
+          <div class="stat-value">847K</div>
+          <div class="stat-change">of 1M limit</div>
+        </div>
+        <div class="stat-card fade-in fade-in-3">
+          <div class="stat-label">Active Models</div>
+          <div class="stat-value">5</div>
+          <div class="stat-change"><span class="status-dot online"></span>LiteLLM Online</div>
+        </div>
+        <div class="stat-card fade-in fade-in-4">
+          <div class="stat-label">Team Members</div>
+          <div class="stat-value">4/25</div>
+          <div class="stat-change">Seats used</div>
+        </div>
+      </div>
+
+      <div class="content-grid">
+        <div class="card">
+          <div class="card-title">
+            Usage by Model
+            <span class="badge">This Month</span>
+          </div>
+          <table class="data-table">
+            <thead>
+              <tr>
+                <th>Model</th>
+                <th>Tokens</th>
+                <th>Spend</th>
+                <th>Status</th>
+              </tr>
+            </thead>
+            <tbody>
+              <tr>
+                <td><span class="model-tag">Qwen3-Coder-30B</span></td>
+                <td>342K</td>
+                <td>$18.40</td>
+                <td><span class="status-dot online"></span>Active</td>
+              </tr>
+              <tr>
+                <td><span class="model-tag">Llama-3.1-70B</span></td>
+                <td>285K</td>
+                <td>$15.20</td>
+                <td><span class="status-dot online"></span>Active</td>
+              </tr>
+              <tr>
+                <td><span class="model-tag">Mistral-7B</span></td>
+                <td>120K</td>
+                <td>$8.42</td>
+                <td><span class="status-dot online"></span>Active</td>
+              </tr>
+              <tr>
+                <td><span class="model-tag">Gemma-2-9B</span></td>
+                <td>65K</td>
+                <td>$3.80</td>
+                <td><span class="status-dot online"></span>Active</td>
+              </tr>
+              <tr>
+                <td><span class="model-tag">Phi-3-mini</span></td>
+                <td>35K</td>
+                <td>$2.00</td>
+                <td><span class="status-dot offline"></span>Idle</td>
+              </tr>
+            </tbody>
+          </table>
+        </div>
+
+        <div class="card">
+          <div class="card-title">Team</div>
+          <div class="member-item">
+            <div class="member-avatar" style="background:#3a8f8b">MM</div>
+            <div>
+              <div class="member-name">Max Mustermann</div>
+              <div class="member-role">max@company.de</div>
+            </div>
+            <span class="member-role-badge">Admin</span>
+          </div>
+          <div class="member-item">
+            <div class="member-avatar" style="background:#6d85c6">EM</div>
+            <div>
+              <div class="member-name">Erika Musterfrau</div>
+              <div class="member-role">erika@company.de</div>
+            </div>
+            <span class="member-role-badge">Member</span>
+          </div>
+          <div class="member-item">
+            <div class="member-avatar" style="background:#8b6db8">JS</div>
+            <div>
+              <div class="member-name">Johann Schmidt</div>
+              <div class="member-role">johann@company.de</div>
+            </div>
+            <span class="member-role-badge">Member</span>
+          </div>
+          <div class="member-item">
+            <div class="member-avatar" style="background:#b8886d">AW</div>
+            <div>
+              <div class="member-name">Anna Weber</div>
+              <div class="member-role">anna@company.de</div>
+            </div>
+            <span class="member-role-badge">Viewer</span>
+          </div>
+        </div>
+      </div>
+    </main>
+  </div>
+</div>
+
+<script>
+function showView(id) {
+  document.querySelectorAll('.view').forEach(v => v.classList.remove('active'));
+  document.querySelectorAll('.view-switcher button').forEach(b => b.classList.remove('active'));
+  document.getElementById(id).classList.add('active');
+  event.target.classList.add('active');
+}
+</script>
+</body>
+</html>
--- a/design-templates/02-cyber-command.html
+++ b/design-templates/02-cyber-command.html
@@ -0,0 +1,942 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+<meta charset="UTF-8">
+<meta name="viewport" content="width=device-width, initial-scale=1.0">
+<title>CERTifAI - Template 2: Cyber Command</title>
+<link rel="preconnect" href="https://fonts.googleapis.com">
+<link href="https://fonts.googleapis.com/css2?family=JetBrains+Mono:wght@400;500;600;700&family=Outfit:wght@300;400;500;600;700;800&display=swap" rel="stylesheet">
+<style>
+/* ========================================================================
+   TEMPLATE 2: CYBER COMMAND
+   ========================================================================
+   Mood:       Dark, high-tech, cyberpunk-inspired command center
+   Audience:   DevOps, security teams, tech-forward startups
+   Palette:    Deep blacks, neon cyan/green accents, electric highlights
+   Fonts:      Outfit (headings) + JetBrains Mono (body/data)
+   Feel:       Powerful, technical, mission-critical, the Matrix meets Bloomberg Terminal
+   ======================================================================== */
+
+*, *::before, *::after { margin: 0; padding: 0; box-sizing: border-box; }
+
+:root {
+  --bg-void: #050508;
+  --bg-primary: #0a0b10;
+  --bg-secondary: #0f1018;
+  --bg-card: #12141e;
+  --bg-surface: #181b28;
+  --bg-hover: #1a1d2c;
+  --text-primary: #d4dae8;
+  --text-secondary: #7a8499;
+  --text-muted: #484f64;
+  --text-bright: #f0f3fa;
+  --cyan: #00e5c8;
+  --cyan-dim: rgba(0, 229, 200, 0.12);
+  --cyan-border: rgba(0, 229, 200, 0.2);
+  --cyan-glow: rgba(0, 229, 200, 0.06);
+  --green: #34d399;
+  --red: #f87171;
+  --yellow: #fbbf24;
+  --border: #1a1d2c;
+  --border-bright: #252a3a;
+  --shadow-glow: 0 0 40px rgba(0, 229, 200, 0.05);
+}
+
+body {
+  font-family: 'JetBrains Mono', monospace;
+  color: var(--text-primary);
+  background: var(--bg-void);
+  line-height: 1.65;
+  -webkit-font-smoothing: antialiased;
+}
+
+h1, h2, h3, h4 {
+  font-family: 'Outfit', sans-serif;
+  font-weight: 700;
+  line-height: 1.15;
+  color: var(--text-bright);
+}
+
+/* ===== View Switcher ===== */
+.view-switcher {
+  position: fixed;
+  top: 16px;
+  right: 16px;
+  z-index: 9999;
+  display: flex;
+  gap: 2px;
+  background: var(--bg-card);
+  border: 1px solid var(--border-bright);
+  padding: 4px;
+  border-radius: 8px;
+}
+.view-switcher button {
+  font-family: 'JetBrains Mono', monospace;
+  font-size: 11px;
+  font-weight: 600;
+  letter-spacing: 0.05em;
+  text-transform: uppercase;
+  border: none;
+  padding: 8px 16px;
+  border-radius: 6px;
+  cursor: pointer;
+  background: transparent;
+  color: var(--text-muted);
+  transition: all 0.2s;
+}
+.view-switcher button.active {
+  background: var(--cyan);
+  color: var(--bg-void);
+}
+.view-switcher button:hover:not(.active) { color: var(--text-primary); }
+
+.view { display: none; }
+.view.active { display: block; }
+
+/* ===== LANDING PAGE ===== */
+
+.landing-nav {
+  display: flex;
+  align-items: center;
+  justify-content: space-between;
+  padding: 18px 48px;
+  background: rgba(10, 11, 16, 0.85);
+  backdrop-filter: blur(24px);
+  border-bottom: 1px solid var(--border);
+  position: sticky;
+  top: 0;
+  z-index: 100;
+}
+.nav-logo {
+  font-family: 'Outfit', sans-serif;
+  font-size: 20px;
+  font-weight: 800;
+  letter-spacing: 2px;
+  text-transform: uppercase;
+  color: var(--text-bright);
+}
+.nav-logo .accent { color: var(--cyan); }
+.nav-links {
+  display: flex;
+  gap: 32px;
+  list-style: none;
+}
+.nav-links a {
+  text-decoration: none;
+  color: var(--text-secondary);
+  font-size: 12px;
+  font-weight: 500;
+  letter-spacing: 0.06em;
+  text-transform: uppercase;
+  transition: color 0.2s;
+}
+.nav-links a:hover { color: var(--cyan); }
+.nav-cta { display: flex; gap: 10px; }
+.btn-ghost {
+  font-family: 'JetBrains Mono', monospace;
+  font-size: 12px;
+  font-weight: 500;
+  padding: 10px 20px;
+  border: 1px solid var(--border-bright);
+  background: transparent;
+  color: var(--text-secondary);
+  cursor: pointer;
+  border-radius: 6px;
+  transition: all 0.2s;
+}
+.btn-ghost:hover { border-color: var(--cyan-border); color: var(--cyan); }
+.btn-primary {
+  font-family: 'JetBrains Mono', monospace;
+  font-size: 12px;
+  font-weight: 600;
+  padding: 10px 24px;
+  border: 1px solid var(--cyan);
+  background: var(--cyan);
+  color: var(--bg-void);
+  cursor: pointer;
+  border-radius: 6px;
+  transition: all 0.25s;
+}
+.btn-primary:hover { box-shadow: 0 0 24px rgba(0,229,200,0.3); transform: translateY(-1px); }
+
+/* -- Hero -- */
+.hero {
+  padding: 140px 48px 120px;
+  text-align: center;
+  position: relative;
+  overflow: hidden;
+}
+.hero::before {
+  content: '';
+  position: absolute;
+  top: -100px;
+  left: 50%;
+  transform: translateX(-50%);
+  width: 600px;
+  height: 600px;
+  background: radial-gradient(circle, var(--cyan-glow) 0%, transparent 70%);
+  pointer-events: none;
+}
+.hero::after {
+  content: '';
+  position: absolute;
+  inset: 0;
+  background: repeating-linear-gradient(
+    0deg,
+    transparent,
+    transparent 2px,
+    rgba(0, 229, 200, 0.01) 2px,
+    rgba(0, 229, 200, 0.01) 4px
+  );
+  pointer-events: none;
+}
+.hero-tag {
+  display: inline-block;
+  font-family: 'JetBrains Mono', monospace;
+  font-size: 11px;
+  font-weight: 600;
+  letter-spacing: 0.12em;
+  text-transform: uppercase;
+  color: var(--cyan);
+  padding: 8px 20px;
+  border: 1px solid var(--cyan-border);
+  border-radius: 4px;
+  margin-bottom: 36px;
+  background: var(--cyan-dim);
+  animation: fadeIn 0.5s ease;
+}
+.hero h1 {
+  font-size: 72px;
+  letter-spacing: -2px;
+  margin-bottom: 24px;
+  animation: fadeUp 0.6s ease 0.1s both;
+}
+.hero h1 .gradient {
+  background: linear-gradient(135deg, var(--cyan), #34d399, var(--cyan));
+  background-size: 200% 200%;
+  -webkit-background-clip: text;
+  -webkit-text-fill-color: transparent;
+  animation: shimmer 4s ease infinite;
+}
+.hero p {
+  font-size: 14px;
+  color: var(--text-secondary);
+  max-width: 520px;
+  margin: 0 auto 44px;
+  line-height: 1.8;
+  animation: fadeUp 0.6s ease 0.2s both;
+}
+.hero-actions {
+  display: flex;
+  gap: 16px;
+  justify-content: center;
+  animation: fadeUp 0.6s ease 0.3s both;
+}
+.btn-outline {
+  font-family: 'JetBrains Mono', monospace;
+  font-size: 12px;
+  font-weight: 500;
+  padding: 12px 28px;
+  border: 1px solid var(--border-bright);
+  background: transparent;
+  color: var(--text-primary);
+  cursor: pointer;
+  border-radius: 6px;
+  transition: all 0.25s;
+}
+.btn-outline:hover { border-color: var(--cyan-border); color: var(--cyan); }
+
+/* -- Terminal Preview -- */
+.terminal-preview {
+  max-width: 700px;
+  margin: 60px auto 0;
+  background: var(--bg-card);
+  border: 1px solid var(--border-bright);
+  border-radius: 10px;
+  overflow: hidden;
+  animation: fadeUp 0.6s ease 0.4s both;
+}
+.terminal-bar {
+  display: flex;
+  align-items: center;
+  gap: 8px;
+  padding: 12px 16px;
+  background: var(--bg-surface);
+  border-bottom: 1px solid var(--border);
+}
+.terminal-dot {
+  width: 10px;
+  height: 10px;
+  border-radius: 50%;
+}
+.terminal-dot.r { background: var(--red); opacity: 0.7; }
+.terminal-dot.y { background: var(--yellow); opacity: 0.7; }
+.terminal-dot.g { background: var(--green); opacity: 0.7; }
+.terminal-title {
+  font-size: 11px;
+  color: var(--text-muted);
+  margin-left: 8px;
+}
+.terminal-body {
+  padding: 20px;
+  font-size: 13px;
+  line-height: 1.9;
+  color: var(--text-secondary);
+}
+.terminal-body .cmd { color: var(--cyan); }
+.terminal-body .comment { color: var(--text-muted); }
+.terminal-body .success { color: var(--green); }
+
+/* -- Trust Bar -- */
+.trust-bar {
+  display: flex;
+  justify-content: center;
+  gap: 48px;
+  padding: 40px 48px;
+  border-top: 1px solid var(--border);
+  border-bottom: 1px solid var(--border);
+}
+.trust-item {
+  font-size: 11px;
+  font-weight: 600;
+  letter-spacing: 0.1em;
+  text-transform: uppercase;
+  color: var(--text-muted);
+  display: flex;
+  align-items: center;
+  gap: 10px;
+}
+.trust-dot {
+  width: 6px;
+  height: 6px;
+  background: var(--cyan);
+  border-radius: 50%;
+  box-shadow: 0 0 8px rgba(0,229,200,0.4);
+}
+
+/* -- Features -- */
+.features {
+  padding: 100px 48px;
+  max-width: 1200px;
+  margin: 0 auto;
+}
+.section-header {
+  text-align: center;
+  margin-bottom: 64px;
+}
+.section-header h2 {
+  font-size: 42px;
+  letter-spacing: -1px;
+  margin-bottom: 16px;
+}
+.section-header p {
+  font-size: 13px;
+  color: var(--text-secondary);
+  max-width: 480px;
+  margin: 0 auto;
+}
+.features-grid {
+  display: grid;
+  grid-template-columns: repeat(3, 1fr);
+  gap: 16px;
+}
+.feature-card {
+  padding: 28px;
+  background: var(--bg-card);
+  border: 1px solid var(--border);
+  border-radius: 8px;
+  transition: all 0.3s ease;
+  position: relative;
+  overflow: hidden;
+}
+.feature-card::before {
+  content: '';
+  position: absolute;
+  top: 0;
+  left: 0;
+  right: 0;
+  height: 2px;
+  background: linear-gradient(90deg, transparent, var(--cyan), transparent);
+  opacity: 0;
+  transition: opacity 0.3s;
+}
+.feature-card:hover::before { opacity: 1; }
+.feature-card:hover { border-color: var(--border-bright); box-shadow: var(--shadow-glow); }
+.feature-num {
+  font-family: 'Outfit', sans-serif;
+  font-size: 11px;
+  font-weight: 700;
+  color: var(--cyan);
+  letter-spacing: 0.1em;
+  margin-bottom: 16px;
+  opacity: 0.6;
+}
+.feature-card h3 {
+  font-family: 'Outfit', sans-serif;
+  font-size: 16px;
+  font-weight: 600;
+  margin-bottom: 10px;
+}
+.feature-card p {
+  font-size: 12px;
+  color: var(--text-secondary);
+  line-height: 1.7;
+}
+
+/* -- CTA -- */
+.cta-section {
+  padding: 80px 48px;
+  text-align: center;
+}
+.cta-box {
+  max-width: 720px;
+  margin: 0 auto;
+  padding: 56px;
+  background: var(--bg-card);
+  border: 1px solid var(--cyan-border);
+  border-radius: 12px;
+  box-shadow: var(--shadow-glow);
+}
+.cta-box h2 { font-size: 32px; margin-bottom: 12px; }
+.cta-box p { font-size: 13px; color: var(--text-secondary); margin-bottom: 32px; }
+
+/* -- Footer -- */
+.landing-footer {
+  padding: 40px 48px;
+  display: flex;
+  justify-content: space-between;
+  align-items: center;
+  border-top: 1px solid var(--border);
+  font-size: 11px;
+  color: var(--text-muted);
+}
+.footer-links { display: flex; gap: 24px; }
+.footer-links a { color: var(--text-muted); text-decoration: none; }
+.footer-links a:hover { color: var(--cyan); }
+
+/* ===== DASHBOARD ===== */
+
+.dashboard-layout {
+  display: flex;
+  min-height: 100vh;
+  background: var(--bg-primary);
+}
+
+.sidebar {
+  width: 240px;
+  min-width: 240px;
+  background: var(--bg-secondary);
+  border-right: 1px solid var(--border);
+  display: flex;
+  flex-direction: column;
+  height: 100vh;
+  position: sticky;
+  top: 0;
+}
+.sidebar-brand {
+  padding: 20px 16px;
+  border-bottom: 1px solid var(--border);
+}
+.sidebar-brand h2 {
+  font-size: 16px;
+  font-weight: 800;
+  letter-spacing: 2px;
+  text-transform: uppercase;
+}
+.sidebar-brand .accent { color: var(--cyan); }
+.sidebar-status {
+  padding: 12px 16px;
+  border-bottom: 1px solid var(--border);
+  display: flex;
+  align-items: center;
+  gap: 8px;
+  font-size: 11px;
+  color: var(--text-muted);
+}
+.pulse-dot {
+  width: 6px;
+  height: 6px;
+  border-radius: 50%;
+  background: var(--green);
+  box-shadow: 0 0 8px rgba(52,211,153,0.5);
+  animation: pulse 2s ease infinite;
+}
+.sidebar-nav {
+  flex: 1;
+  padding: 12px 8px;
+}
+.nav-group-label {
+  font-size: 10px;
+  font-weight: 600;
+  letter-spacing: 0.12em;
+  text-transform: uppercase;
+  color: var(--text-muted);
+  padding: 12px 12px 6px;
+}
+.nav-item {
+  display: flex;
+  align-items: center;
+  gap: 10px;
+  padding: 8px 12px;
+  border-radius: 4px;
+  font-size: 12px;
+  font-weight: 500;
+  color: var(--text-secondary);
+  cursor: pointer;
+  transition: all 0.15s;
+  text-decoration: none;
+  border-left: 2px solid transparent;
+}
+.nav-item:hover { background: var(--bg-hover); color: var(--text-primary); }
+.nav-item.active {
+  background: var(--cyan-dim);
+  color: var(--cyan);
+  border-left-color: var(--cyan);
+}
+.sidebar-user {
+  padding: 16px;
+  border-top: 1px solid var(--border);
+  display: flex;
+  align-items: center;
+  gap: 10px;
+}
+.user-avatar-sm {
+  width: 28px;
+  height: 28px;
+  border-radius: 4px;
+  background: var(--cyan-dim);
+  color: var(--cyan);
+  display: flex;
+  align-items: center;
+  justify-content: center;
+  font-size: 10px;
+  font-weight: 700;
+}
+.user-info-sm .name { font-size: 12px; font-weight: 600; color: var(--text-primary); }
+.user-info-sm .role { font-size: 10px; color: var(--text-muted); }
+
+/* -- Main -- */
+.main-content {
+  flex: 1;
+  padding: 32px 40px;
+  min-width: 0;
+}
+.page-header {
+  display: flex;
+  justify-content: space-between;
+  align-items: flex-start;
+  margin-bottom: 32px;
+}
+.page-title { font-size: 24px; letter-spacing: -0.5px; }
+.page-subtitle {
+  font-size: 12px;
+  color: var(--text-muted);
+  margin-top: 4px;
+  font-family: 'JetBrains Mono', monospace;
+}
+
+/* -- Stats -- */
+.stats-row {
+  display: grid;
+  grid-template-columns: repeat(4, 1fr);
+  gap: 12px;
+  margin-bottom: 28px;
+}
+.stat-card {
+  padding: 20px;
+  background: var(--bg-card);
+  border: 1px solid var(--border);
+  border-radius: 8px;
+  position: relative;
+  overflow: hidden;
+}
+.stat-card::after {
+  content: '';
+  position: absolute;
+  bottom: 0;
+  left: 0;
+  right: 0;
+  height: 2px;
+  background: linear-gradient(90deg, var(--cyan), transparent);
+  opacity: 0.3;
+}
+.stat-label {
+  font-size: 10px;
+  font-weight: 600;
+  letter-spacing: 0.1em;
+  text-transform: uppercase;
+  color: var(--text-muted);
+  margin-bottom: 8px;
+}
+.stat-value {
+  font-family: 'Outfit', sans-serif;
+  font-size: 26px;
+  font-weight: 700;
+  color: var(--text-bright);
+}
+.stat-change {
+  font-size: 11px;
+  margin-top: 6px;
+  color: var(--green);
+}
+
+/* -- Grid -- */
+.content-grid {
+  display: grid;
+  grid-template-columns: 5fr 3fr;
+  gap: 16px;
+}
+.card {
+  background: var(--bg-card);
+  border: 1px solid var(--border);
+  border-radius: 8px;
+  padding: 24px;
+}
+.card-title {
+  font-family: 'Outfit', sans-serif;
+  font-size: 14px;
+  font-weight: 600;
+  color: var(--text-bright);
+  margin-bottom: 18px;
+  display: flex;
+  justify-content: space-between;
+  align-items: center;
+}
+.card-badge {
+  font-family: 'JetBrains Mono', monospace;
+  font-size: 10px;
+  font-weight: 600;
+  letter-spacing: 0.06em;
+  text-transform: uppercase;
+  padding: 4px 10px;
+  background: var(--cyan-dim);
+  color: var(--cyan);
+  border-radius: 4px;
+  border: 1px solid var(--cyan-border);
+}
+
+/* -- Table -- */
+.data-table {
+  width: 100%;
+  border-collapse: collapse;
+}
+.data-table th {
+  font-size: 10px;
+  font-weight: 600;
+  letter-spacing: 0.1em;
+  text-transform: uppercase;
+  color: var(--text-muted);
+  text-align: left;
+  padding: 8px 0;
+  border-bottom: 1px solid var(--border);
+}
+.data-table td {
+  font-size: 12px;
+  padding: 12px 0;
+  border-bottom: 1px solid var(--border);
+  color: var(--text-primary);
+}
+.data-table tr:last-child td { border-bottom: none; }
+.model-tag {
+  font-size: 11px;
+  font-weight: 500;
+  padding: 2px 8px;
+  background: var(--bg-surface);
+  border: 1px solid var(--border-bright);
+  border-radius: 4px;
+  color: var(--text-primary);
+}
+.status-dot {
+  width: 6px;
+  height: 6px;
+  border-radius: 50%;
+  display: inline-block;
+  margin-right: 6px;
+}
+.status-dot.on { background: var(--green); box-shadow: 0 0 6px rgba(52,211,153,0.5); }
+.status-dot.off { background: var(--text-muted); }
+
+/* -- Activity List -- */
+.activity-item {
+  display: flex;
+  gap: 12px;
+  padding: 10px 0;
+  border-bottom: 1px solid var(--border);
+  align-items: flex-start;
+}
+.activity-item:last-child { border-bottom: none; }
+.activity-time {
+  font-size: 10px;
+  color: var(--text-muted);
+  white-space: nowrap;
+  padding-top: 2px;
+  min-width: 48px;
+}
+.activity-text {
+  font-size: 12px;
+  color: var(--text-secondary);
+  line-height: 1.5;
+}
+.activity-text strong { color: var(--text-primary); font-weight: 600; }
+.activity-text .hl { color: var(--cyan); }
+
+/* ===== Animations ===== */
+@keyframes fadeUp {
+  from { opacity: 0; transform: translateY(20px); }
+  to { opacity: 1; transform: translateY(0); }
+}
+@keyframes fadeIn {
+  from { opacity: 0; }
+  to { opacity: 1; }
+}
+@keyframes shimmer {
+  0%, 100% { background-position: 0% 50%; }
+  50% { background-position: 100% 50%; }
+}
+@keyframes pulse {
+  0%, 100% { opacity: 1; }
+  50% { opacity: 0.4; }
+}
+</style>
+</head>
+<body>
+
+<div class="view-switcher">
+  <button class="active" onclick="showView('landing')">LANDING</button>
+  <button onclick="showView('dashboard')">DASHBOARD</button>
+</div>
+
+<!-- ===== LANDING ===== -->
+<div id="landing" class="view active">
+  <nav class="landing-nav">
+    <div class="nav-logo">CERT<span class="accent">IF</span>AI</div>
+    <ul class="nav-links">
+      <li><a href="#">Features</a></li>
+      <li><a href="#">Architecture</a></li>
+      <li><a href="#">Pricing</a></li>
+      <li><a href="#">Docs</a></li>
+    </ul>
+    <div class="nav-cta">
+      <button class="btn-ghost">Sign In</button>
+      <button class="btn-primary">Deploy Now</button>
+    </div>
+  </nav>
+
+  <section class="hero">
+    <div class="hero-tag">// SELF-HOSTED &middot; GDPR NATIVE &middot; ZERO TRUST</div>
+    <h1>Private AI<br><span class="gradient">Command Center</span></h1>
+    <p>Deploy sovereign AI infrastructure that never phones home. Route LLMs, orchestrate agents, track every token&mdash;all inside your perimeter.</p>
+    <div class="hero-actions">
+      <button class="btn-primary" style="padding:14px 32px">Deploy Now</button>
+      <button class="btn-outline" style="padding:14px 32px">Read the Docs</button>
+    </div>
+
+    <div class="terminal-preview">
+      <div class="terminal-bar">
+        <div class="terminal-dot r"></div>
+        <div class="terminal-dot y"></div>
+        <div class="terminal-dot g"></div>
+        <span class="terminal-title">certifai-cli &mdash; deploy</span>
+      </div>
+      <div class="terminal-body">
+        <span class="comment"># Deploy CERTifAI to your private cluster</span><br>
+        <span class="cmd">$</span> certifai deploy --region eu-west-1 --gpu a100<br>
+        <span class="success">&#10003;</span> Keycloak SSO configured<br>
+        <span class="success">&#10003;</span> LiteLLM proxy ready (5 models loaded)<br>
+        <span class="success">&#10003;</span> LangGraph agents online<br>
+        <span class="success">&#10003;</span> Langfuse observability active<br>
+        <br>
+        <span class="cmd">$</span> certifai status<br>
+        <span class="success">All systems operational.</span> Uptime: 99.97%
+      </div>
+    </div>
+  </section>
+
+  <div class="trust-bar">
+    <div class="trust-item"><div class="trust-dot"></div>100% ON-PREMISE</div>
+    <div class="trust-item"><div class="trust-dot"></div>GDPR ARTICLE 28</div>
+    <div class="trust-item"><div class="trust-dot"></div>EU DATA RESIDENCY</div>
+    <div class="trust-item"><div class="trust-dot"></div>ZERO THIRD-PARTY</div>
+    <div class="trust-item"><div class="trust-dot"></div>SOC 2 TYPE II</div>
+  </div>
+
+  <section class="features">
+    <div class="section-header">
+      <h2>Full-spectrum control</h2>
+      <p>From model routing to cost analytics, every layer is yours to command.</p>
+    </div>
+    <div class="features-grid">
+      <div class="feature-card">
+        <div class="feature-num">01</div>
+        <h3>LLM Gateway</h3>
+        <p>LiteLLM proxy routes requests across providers. One API, full model flexibility, zero vendor lock-in.</p>
+      </div>
+      <div class="feature-card">
+        <div class="feature-num">02</div>
+        <h3>Agent Orchestration</h3>
+        <p>LangGraph + LangFlow for building, deploying, and monitoring autonomous agent workflows.</p>
+      </div>
+      <div class="feature-card">
+        <div class="feature-num">03</div>
+        <h3>Full Observability</h3>
+        <p>Langfuse tracing, cost attribution, prompt versioning. Know exactly what your AI is doing.</p>
+      </div>
+      <div class="feature-card">
+        <div class="feature-num">04</div>
+        <h3>Identity & Access</h3>
+        <p>Keycloak SSO with SAML, OIDC, LDAP. Fine-grained RBAC across all services.</p>
+      </div>
+      <div class="feature-card">
+        <div class="feature-num">05</div>
+        <h3>MCP Servers</h3>
+        <p>Model Context Protocol support for tool-augmented AI with secure function calling.</p>
+      </div>
+      <div class="feature-card">
+        <div class="feature-num">06</div>
+        <h3>API-First</h3>
+        <p>REST endpoints, API key rotation, webhook events. Integrate CERTifAI into your existing stack.</p>
+      </div>
+    </div>
+  </section>
+
+  <section class="cta-section">
+    <div class="cta-box">
+      <h2>Your cluster. Your models. Your rules.</h2>
+      <p>Spin up a fully operational AI stack in under 30 minutes.</p>
+      <button class="btn-primary" style="padding:14px 36px; font-size:13px;">Start Deployment</button>
+    </div>
+  </section>
+
+  <footer class="landing-footer">
+    <span>&copy; 2026 CERTifAI GmbH</span>
+    <div class="footer-links">
+      <a href="#">Privacy</a>
+      <a href="#">Impressum</a>
+      <a href="#">Status</a>
+    </div>
+  </footer>
+</div>
+
+<!-- ===== DASHBOARD ===== -->
+<div id="dashboard" class="view">
+  <div class="dashboard-layout">
+    <aside class="sidebar">
+      <div class="sidebar-brand">
+        <h2>CERT<span class="accent">IF</span>AI</h2>
+      </div>
+      <div class="sidebar-status">
+        <div class="pulse-dot"></div>
+        ALL SYSTEMS OPERATIONAL
+      </div>
+      <nav class="sidebar-nav">
+        <div class="nav-group-label">Core</div>
+        <a class="nav-item active" href="#">&gt;_ Dashboard</a>
+        <a class="nav-item" href="#">&#9674; Providers</a>
+        <a class="nav-item" href="#">&#9993; Chat</a>
+        <div class="nav-group-label">Developer</div>
+        <a class="nav-item" href="#">&#10070; Agents</a>
+        <a class="nav-item" href="#">&#10697; Workflows</a>
+        <a class="nav-item" href="#">&#9776; Analytics</a>
+        <div class="nav-group-label">Organization</div>
+        <a class="nav-item" href="#">&#9733; Billing</a>
+        <a class="nav-item" href="#">&#9823; Members</a>
+      </nav>
+      <div class="sidebar-user">
+        <div class="user-avatar-sm">MM</div>
+        <div class="user-info-sm">
+          <div class="name">Max Mustermann</div>
+          <div class="role">Admin</div>
+        </div>
+      </div>
+    </aside>
+
+    <main class="main-content">
+      <div class="page-header">
+        <div>
+          <h1 class="page-title">Command Center</h1>
+          <p class="page-subtitle">// system overview &middot; feb 2026</p>
+        </div>
+        <button class="btn-primary">+ New Search</button>
+      </div>
+
+      <div class="stats-row">
+        <div class="stat-card">
+          <div class="stat-label">Total Spend</div>
+          <div class="stat-value">$47.82</div>
+          <div class="stat-change">+12.4% vs last month</div>
+        </div>
+        <div class="stat-card">
+          <div class="stat-label">Tokens Processed</div>
+          <div class="stat-value">847K</div>
+          <div class="stat-change">of 1M monthly cap</div>
+        </div>
+        <div class="stat-card">
+          <div class="stat-label">Active Models</div>
+          <div class="stat-value">5</div>
+          <div class="stat-change"><span class="status-dot on"></span>LiteLLM proxy online</div>
+        </div>
+        <div class="stat-card">
+          <div class="stat-label">Team Seats</div>
+          <div class="stat-value">4/25</div>
+          <div class="stat-change">21 available</div>
+        </div>
+      </div>
+
+      <div class="content-grid">
+        <div class="card">
+          <div class="card-title">
+            Model Usage
+            <span class="card-badge">LIVE</span>
+          </div>
+          <table class="data-table">
+            <thead>
+              <tr><th>Model</th><th>Tokens</th><th>Spend</th><th>Status</th></tr>
+            </thead>
+            <tbody>
+              <tr><td><span class="model-tag">Qwen3-Coder-30B</span></td><td>342K</td><td>$18.40</td><td><span class="status-dot on"></span>Active</td></tr>
+              <tr><td><span class="model-tag">Llama-3.1-70B</span></td><td>285K</td><td>$15.20</td><td><span class="status-dot on"></span>Active</td></tr>
+              <tr><td><span class="model-tag">Mistral-7B</span></td><td>120K</td><td>$8.42</td><td><span class="status-dot on"></span>Active</td></tr>
+              <tr><td><span class="model-tag">Gemma-2-9B</span></td><td>65K</td><td>$3.80</td><td><span class="status-dot on"></span>Active</td></tr>
+              <tr><td><span class="model-tag">Phi-3-mini</span></td><td>35K</td><td>$2.00</td><td><span class="status-dot off"></span>Idle</td></tr>
+            </tbody>
+          </table>
+        </div>
+
+        <div class="card">
+          <div class="card-title">Activity Log</div>
+          <div class="activity-item">
+            <span class="activity-time">2m ago</span>
+            <span class="activity-text"><strong>Erika M.</strong> queried <span class="hl">Qwen3-Coder</span></span>
+          </div>
+          <div class="activity-item">
+            <span class="activity-time">8m ago</span>
+            <span class="activity-text"><strong>Johann S.</strong> deployed agent <span class="hl">doc-parser</span></span>
+          </div>
+          <div class="activity-item">
+            <span class="activity-time">14m ago</span>
+            <span class="activity-text"><strong>Anna W.</strong> viewed analytics trace</span>
+          </div>
+          <div class="activity-item">
+            <span class="activity-time">31m ago</span>
+            <span class="activity-text"><strong>Max M.</strong> rotated API key for <span class="hl">LiteLLM</span></span>
+          </div>
+          <div class="activity-item">
+            <span class="activity-time">1h ago</span>
+            <span class="activity-text">System: <span class="hl">Llama-3.1-70B</span> model health check passed</span>
+          </div>
+        </div>
+      </div>
+    </main>
+  </div>
+</div>
+
+<script>
+function showView(id) {
+  document.querySelectorAll('.view').forEach(v => v.classList.remove('active'));
+  document.querySelectorAll('.view-switcher button').forEach(b => b.classList.remove('active'));
+  document.getElementById(id).classList.add('active');
+  event.target.classList.add('active');
+}
+</script>
+</body>
+</html>
--- a/design-templates/03-warm-studio.html
+++ b/design-templates/03-warm-studio.html
@@ -0,0 +1,963 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+<meta charset="UTF-8">
+<meta name="viewport" content="width=device-width, initial-scale=1.0">
+<title>CERTifAI - Template 3: Warm Studio</title>
+<link rel="preconnect" href="https://fonts.googleapis.com">
+<link href="https://fonts.googleapis.com/css2?family=Fraunces:ital,opsz,wght@0,9..144,400;0,9..144,500;0,9..144,600;0,9..144,700;0,9..144,800;1,9..144,400;1,9..144,500&family=Plus+Jakarta+Sans:wght@400;500;600;700&display=swap" rel="stylesheet">
+<style>
+/* ========================================================================
+   TEMPLATE 3: WARM STUDIO
+   ========================================================================
+   Mood:       Warm, approachable, creative studio atmosphere
+   Audience:   Creative agencies, education, non-technical leadership
+   Palette:    Warm cream/sand base, terracotta/amber accents, soft shadows
+   Fonts:      Fraunces (headings) + Plus Jakarta Sans (body)
+   Feel:       Friendly, human, inviting, like a well-designed co-working space
+   ======================================================================== */
+
+*, *::before, *::after { margin: 0; padding: 0; box-sizing: border-box; }
+
+:root {
+  --bg-warm: #faf6f1;
+  --bg-white: #ffffff;
+  --bg-cream: #f5efe7;
+  --bg-sand: #ede4d8;
+  --bg-dark: #2c2622;
+  --text-dark: #2c2622;
+  --text-body: #5c524a;
+  --text-muted: #9a8e84;
+  --text-light: #c4b8ac;
+  --text-inverse: #faf6f1;
+  --terracotta: #c4653a;
+  --terracotta-light: #d77a54;
+  --terracotta-muted: rgba(196, 101, 58, 0.08);
+  --terracotta-border: rgba(196, 101, 58, 0.18);
+  --amber: #c99a2e;
+  --amber-muted: rgba(201, 154, 46, 0.1);
+  --sage: #6b8a6b;
+  --sage-muted: rgba(107, 138, 107, 0.1);
+  --border: #e8dfd5;
+  --border-subtle: #f0e9e0;
+  --shadow-warm: 0 2px 12px rgba(44, 38, 34, 0.06);
+  --shadow-lg: 0 8px 32px rgba(44, 38, 34, 0.08);
+  --radius: 14px;
+  --radius-sm: 8px;
+  --radius-xl: 24px;
+}
+
+body {
+  font-family: 'Plus Jakarta Sans', sans-serif;
+  color: var(--text-body);
+  background: var(--bg-warm);
+  line-height: 1.65;
+  -webkit-font-smoothing: antialiased;
+}
+
+h1, h2, h3, h4 {
+  font-family: 'Fraunces', serif;
+  color: var(--text-dark);
+  line-height: 1.2;
+}
+
+/* ===== View Switcher ===== */
+.view-switcher {
+  position: fixed;
+  top: 20px;
+  right: 20px;
+  z-index: 9999;
+  display: flex;
+  gap: 4px;
+  background: var(--bg-dark);
+  padding: 5px;
+  border-radius: 12px;
+  box-shadow: 0 4px 24px rgba(0,0,0,0.15);
+}
+.view-switcher button {
+  font-family: 'Plus Jakarta Sans', sans-serif;
+  font-size: 13px;
+  font-weight: 600;
+  border: none;
+  padding: 8px 18px;
+  border-radius: 8px;
+  cursor: pointer;
+  background: transparent;
+  color: rgba(250,246,241,0.4);
+  transition: all 0.2s;
+}
+.view-switcher button.active {
+  background: var(--terracotta);
+  color: #fff;
+}
+.view-switcher button:hover:not(.active) { color: rgba(250,246,241,0.7); }
+
+.view { display: none; }
+.view.active { display: block; }
+
+/* ===== LANDING ===== */
+
+.landing-nav {
+  display: flex;
+  align-items: center;
+  justify-content: space-between;
+  padding: 20px 56px;
+  background: rgba(250, 246, 241, 0.9);
+  backdrop-filter: blur(16px);
+  border-bottom: 1px solid var(--border-subtle);
+  position: sticky;
+  top: 0;
+  z-index: 100;
+}
+.nav-logo {
+  font-family: 'Fraunces', serif;
+  font-size: 24px;
+  font-weight: 700;
+  color: var(--text-dark);
+}
+.nav-logo em { font-style: italic; color: var(--terracotta); }
+.nav-links {
+  display: flex;
+  gap: 32px;
+  list-style: none;
+}
+.nav-links a {
+  text-decoration: none;
+  color: var(--text-muted);
+  font-size: 15px;
+  font-weight: 500;
+  transition: color 0.2s;
+}
+.nav-links a:hover { color: var(--text-dark); }
+.nav-cta { display: flex; gap: 12px; }
+.btn-ghost {
+  font-family: 'Plus Jakarta Sans', sans-serif;
+  font-size: 14px;
+  font-weight: 600;
+  padding: 10px 22px;
+  border: none;
+  background: transparent;
+  color: var(--text-muted);
+  cursor: pointer;
+  border-radius: var(--radius-sm);
+  transition: all 0.2s;
+}
+.btn-ghost:hover { color: var(--text-dark); background: var(--bg-cream); }
+.btn-primary {
+  font-family: 'Plus Jakarta Sans', sans-serif;
+  font-size: 14px;
+  font-weight: 600;
+  padding: 10px 26px;
+  border: none;
+  background: var(--terracotta);
+  color: #fff;
+  cursor: pointer;
+  border-radius: var(--radius-sm);
+  transition: all 0.25s;
+}
+.btn-primary:hover { background: var(--terracotta-light); transform: translateY(-1px); box-shadow: var(--shadow-warm); }
+.btn-outline {
+  font-family: 'Plus Jakarta Sans', sans-serif;
+  font-size: 14px;
+  font-weight: 600;
+  padding: 12px 28px;
+  border: 1.5px solid var(--border);
+  background: var(--bg-white);
+  color: var(--text-dark);
+  cursor: pointer;
+  border-radius: var(--radius-sm);
+  transition: all 0.2s;
+}
+.btn-outline:hover { border-color: var(--terracotta-border); }
+
+/* -- Hero -- */
+.hero {
+  padding: 100px 56px 80px;
+  display: grid;
+  grid-template-columns: 1fr 1fr;
+  gap: 64px;
+  align-items: center;
+  max-width: 1200px;
+  margin: 0 auto;
+}
+.hero-text { animation: fadeUp 0.6s ease; }
+.hero-eyebrow {
+  font-size: 13px;
+  font-weight: 600;
+  color: var(--terracotta);
+  text-transform: uppercase;
+  letter-spacing: 0.06em;
+  margin-bottom: 16px;
+}
+.hero h1 {
+  font-size: 52px;
+  font-weight: 800;
+  letter-spacing: -1px;
+  margin-bottom: 20px;
+}
+.hero h1 em {
+  font-style: italic;
+  font-weight: 500;
+  color: var(--terracotta);
+}
+.hero p {
+  font-size: 17px;
+  line-height: 1.7;
+  color: var(--text-body);
+  margin-bottom: 36px;
+  max-width: 480px;
+}
+.hero-actions { display: flex; gap: 14px; }
+
+.hero-visual {
+  position: relative;
+  animation: fadeUp 0.6s ease 0.2s both;
+}
+.hero-card {
+  background: var(--bg-white);
+  border: 1px solid var(--border);
+  border-radius: var(--radius-xl);
+  padding: 32px;
+  box-shadow: var(--shadow-lg);
+}
+.hero-card-header {
+  display: flex;
+  align-items: center;
+  gap: 12px;
+  margin-bottom: 24px;
+}
+.hero-card-dot {
+  width: 10px;
+  height: 10px;
+  border-radius: 50%;
+  background: var(--sage);
+}
+.hero-card-label {
+  font-size: 13px;
+  font-weight: 600;
+  color: var(--text-muted);
+}
+.hero-metric {
+  margin-bottom: 16px;
+}
+.hero-metric-label {
+  font-size: 12px;
+  color: var(--text-muted);
+  margin-bottom: 4px;
+}
+.hero-metric-value {
+  font-family: 'Fraunces', serif;
+  font-size: 32px;
+  font-weight: 700;
+  color: var(--text-dark);
+}
+.hero-bar {
+  height: 8px;
+  background: var(--bg-cream);
+  border-radius: 100px;
+  overflow: hidden;
+  margin-bottom: 20px;
+}
+.hero-bar-fill {
+  height: 100%;
+  border-radius: 100px;
+  background: linear-gradient(90deg, var(--terracotta), var(--amber));
+  width: 68%;
+}
+.hero-models {
+  display: flex;
+  gap: 8px;
+  flex-wrap: wrap;
+}
+.hero-model-chip {
+  font-size: 12px;
+  font-weight: 500;
+  padding: 6px 14px;
+  background: var(--bg-cream);
+  border-radius: 100px;
+  color: var(--text-body);
+}
+.hero-floating-badge {
+  position: absolute;
+  top: -12px;
+  right: -12px;
+  background: var(--sage);
+  color: #fff;
+  font-size: 12px;
+  font-weight: 600;
+  padding: 8px 16px;
+  border-radius: 100px;
+  box-shadow: var(--shadow-warm);
+}
+
+/* -- Trust -- */
+.trust-bar {
+  display: flex;
+  justify-content: center;
+  gap: 40px;
+  padding: 48px 56px;
+  background: var(--bg-white);
+  border-top: 1px solid var(--border-subtle);
+  border-bottom: 1px solid var(--border-subtle);
+}
+.trust-item {
+  display: flex;
+  align-items: center;
+  gap: 10px;
+  font-size: 14px;
+  font-weight: 500;
+  color: var(--text-muted);
+}
+.trust-icon {
+  width: 32px;
+  height: 32px;
+  display: flex;
+  align-items: center;
+  justify-content: center;
+  background: var(--terracotta-muted);
+  border-radius: var(--radius-sm);
+  color: var(--terracotta);
+  font-size: 14px;
+}
+
+/* -- Features -- */
+.features {
+  padding: 100px 56px;
+  max-width: 1100px;
+  margin: 0 auto;
+}
+.section-header {
+  text-align: center;
+  margin-bottom: 60px;
+}
+.section-header h2 {
+  font-size: 38px;
+  font-weight: 700;
+  margin-bottom: 14px;
+}
+.section-header p {
+  font-size: 16px;
+  color: var(--text-muted);
+  max-width: 440px;
+  margin: 0 auto;
+}
+.features-grid {
+  display: grid;
+  grid-template-columns: repeat(3, 1fr);
+  gap: 20px;
+}
+.feature-card {
+  padding: 28px;
+  background: var(--bg-white);
+  border: 1px solid var(--border);
+  border-radius: var(--radius);
+  transition: all 0.3s;
+}
+.feature-card:hover {
+  box-shadow: var(--shadow-warm);
+  transform: translateY(-3px);
+}
+.feature-emoji {
+  font-size: 28px;
+  margin-bottom: 16px;
+  display: block;
+  width: 48px;
+  height: 48px;
+  display: flex;
+  align-items: center;
+  justify-content: center;
+  background: var(--bg-cream);
+  border-radius: 12px;
+}
+.feature-card h3 {
+  font-family: 'Plus Jakarta Sans', sans-serif;
+  font-size: 16px;
+  font-weight: 700;
+  margin-bottom: 8px;
+}
+.feature-card p {
+  font-size: 14px;
+  color: var(--text-muted);
+  line-height: 1.7;
+}
+
+/* -- CTA -- */
+.cta-section {
+  padding: 60px 56px 80px;
+}
+.cta-box {
+  max-width: 800px;
+  margin: 0 auto;
+  padding: 56px;
+  background: var(--bg-dark);
+  border-radius: var(--radius-xl);
+  text-align: center;
+  color: var(--text-inverse);
+  position: relative;
+  overflow: hidden;
+}
+.cta-box::before {
+  content: '';
+  position: absolute;
+  top: -60px;
+  right: -60px;
+  width: 200px;
+  height: 200px;
+  background: var(--terracotta);
+  border-radius: 50%;
+  opacity: 0.15;
+}
+.cta-box h2 {
+  font-size: 34px;
+  color: var(--text-inverse);
+  margin-bottom: 12px;
+  position: relative;
+}
+.cta-box p {
+  font-size: 15px;
+  color: rgba(250,246,241,0.6);
+  margin-bottom: 28px;
+  position: relative;
+}
+.btn-warm {
+  font-family: 'Plus Jakarta Sans', sans-serif;
+  font-size: 14px;
+  font-weight: 600;
+  padding: 14px 32px;
+  border: none;
+  background: var(--terracotta);
+  color: #fff;
+  cursor: pointer;
+  border-radius: var(--radius-sm);
+  position: relative;
+  transition: all 0.25s;
+}
+.btn-warm:hover { background: var(--terracotta-light); }
+
+.landing-footer {
+  padding: 40px 56px;
+  display: flex;
+  justify-content: space-between;
+  align-items: center;
+  font-size: 13px;
+  color: var(--text-light);
+}
+.footer-links { display: flex; gap: 24px; }
+.footer-links a { color: var(--text-light); text-decoration: none; }
+.footer-links a:hover { color: var(--text-dark); }
+
+/* ===== DASHBOARD ===== */
+
+.dashboard-layout {
+  display: flex;
+  min-height: 100vh;
+  background: var(--bg-warm);
+}
+
+.sidebar {
+  width: 260px;
+  min-width: 260px;
+  background: var(--bg-white);
+  border-right: 1px solid var(--border);
+  display: flex;
+  flex-direction: column;
+  height: 100vh;
+  position: sticky;
+  top: 0;
+}
+.sidebar-brand {
+  padding: 24px;
+  border-bottom: 1px solid var(--border-subtle);
+}
+.sidebar-brand h2 {
+  font-size: 22px;
+  font-weight: 700;
+}
+.sidebar-brand em { font-style: italic; color: var(--terracotta); }
+.sidebar-user {
+  display: flex;
+  align-items: center;
+  gap: 12px;
+  padding: 20px 24px;
+  border-bottom: 1px solid var(--border-subtle);
+}
+.user-avatar {
+  width: 40px;
+  height: 40px;
+  border-radius: 12px;
+  background: linear-gradient(135deg, var(--terracotta), var(--amber));
+  color: #fff;
+  display: flex;
+  align-items: center;
+  justify-content: center;
+  font-size: 14px;
+  font-weight: 700;
+}
+.user-name { font-size: 14px; font-weight: 600; color: var(--text-dark); }
+.user-email { font-size: 12px; color: var(--text-muted); }
+.sidebar-nav {
+  flex: 1;
+  padding: 16px 12px;
+}
+.nav-section {
+  font-size: 11px;
+  font-weight: 600;
+  text-transform: uppercase;
+  letter-spacing: 0.06em;
+  color: var(--text-light);
+  padding: 16px 16px 6px;
+}
+.nav-item {
+  display: flex;
+  align-items: center;
+  gap: 12px;
+  padding: 10px 16px;
+  border-radius: var(--radius-sm);
+  font-size: 14px;
+  font-weight: 500;
+  color: var(--text-body);
+  cursor: pointer;
+  transition: all 0.15s;
+  text-decoration: none;
+}
+.nav-item:hover { background: var(--bg-cream); }
+.nav-item.active {
+  background: var(--terracotta-muted);
+  color: var(--terracotta);
+  font-weight: 600;
+}
+.sidebar-footer {
+  padding: 16px 24px;
+  border-top: 1px solid var(--border-subtle);
+  font-size: 12px;
+  color: var(--text-light);
+}
+
+.main-content {
+  flex: 1;
+  padding: 40px 48px;
+  min-width: 0;
+}
+.page-header {
+  display: flex;
+  justify-content: space-between;
+  align-items: flex-start;
+  margin-bottom: 36px;
+}
+.page-title {
+  font-size: 28px;
+  font-weight: 700;
+}
+.page-subtitle {
+  font-size: 15px;
+  color: var(--text-muted);
+  margin-top: 4px;
+  font-family: 'Plus Jakarta Sans', sans-serif;
+}
+
+/* -- Welcome Card -- */
+.welcome-card {
+  background: linear-gradient(135deg, var(--bg-dark) 0%, #3d3530 100%);
+  border-radius: var(--radius-xl);
+  padding: 36px 40px;
+  margin-bottom: 28px;
+  color: var(--text-inverse);
+  display: flex;
+  justify-content: space-between;
+  align-items: center;
+}
+.welcome-text h2 {
+  font-size: 24px;
+  color: var(--text-inverse);
+  margin-bottom: 8px;
+}
+.welcome-text p {
+  font-size: 14px;
+  color: rgba(250,246,241,0.6);
+}
+.welcome-stats {
+  display: flex;
+  gap: 32px;
+}
+.welcome-stat-value {
+  font-family: 'Fraunces', serif;
+  font-size: 28px;
+  font-weight: 700;
+  color: var(--terracotta-light);
+}
+.welcome-stat-label {
+  font-size: 12px;
+  color: rgba(250,246,241,0.5);
+  margin-top: 2px;
+}
+
+/* -- Stats -- */
+.stats-row {
+  display: grid;
+  grid-template-columns: repeat(3, 1fr);
+  gap: 16px;
+  margin-bottom: 28px;
+}
+.stat-card {
+  padding: 24px;
+  background: var(--bg-white);
+  border: 1px solid var(--border);
+  border-radius: var(--radius);
+  transition: all 0.2s;
+}
+.stat-card:hover { box-shadow: var(--shadow-warm); }
+.stat-label {
+  font-size: 13px;
+  color: var(--text-muted);
+  margin-bottom: 6px;
+}
+.stat-value {
+  font-family: 'Fraunces', serif;
+  font-size: 28px;
+  font-weight: 700;
+  color: var(--text-dark);
+}
+.stat-badge {
+  display: inline-block;
+  font-size: 11px;
+  font-weight: 600;
+  padding: 3px 10px;
+  border-radius: 100px;
+  margin-top: 6px;
+}
+.stat-badge.up { background: var(--sage-muted); color: var(--sage); }
+.stat-badge.neutral { background: var(--amber-muted); color: var(--amber); }
+
+/* -- Content Grid -- */
+.content-grid {
+  display: grid;
+  grid-template-columns: 3fr 2fr;
+  gap: 20px;
+}
+.card {
+  background: var(--bg-white);
+  border: 1px solid var(--border);
+  border-radius: var(--radius);
+  padding: 24px;
+}
+.card-title {
+  font-family: 'Plus Jakarta Sans', sans-serif;
+  font-size: 15px;
+  font-weight: 700;
+  color: var(--text-dark);
+  margin-bottom: 18px;
+}
+.data-table {
+  width: 100%;
+  border-collapse: collapse;
+}
+.data-table th {
+  font-size: 12px;
+  font-weight: 600;
+  color: var(--text-light);
+  text-align: left;
+  padding: 8px 0;
+  border-bottom: 1px solid var(--border);
+}
+.data-table td {
+  font-size: 14px;
+  padding: 14px 0;
+  border-bottom: 1px solid var(--border-subtle);
+  color: var(--text-body);
+}
+.data-table tr:last-child td { border-bottom: none; }
+.model-chip {
+  font-size: 12px;
+  font-weight: 500;
+  padding: 4px 12px;
+  background: var(--bg-cream);
+  border-radius: 100px;
+  color: var(--text-body);
+}
+
+/* -- Quick Actions -- */
+.quick-actions {
+  display: grid;
+  grid-template-columns: 1fr 1fr;
+  gap: 10px;
+}
+.quick-action {
+  padding: 18px;
+  background: var(--bg-cream);
+  border-radius: var(--radius-sm);
+  cursor: pointer;
+  transition: all 0.2s;
+  text-decoration: none;
+  display: block;
+}
+.quick-action:hover { background: var(--bg-sand); }
+.quick-action-icon {
+  font-size: 20px;
+  margin-bottom: 8px;
+}
+.quick-action-title {
+  font-size: 13px;
+  font-weight: 600;
+  color: var(--text-dark);
+  margin-bottom: 2px;
+}
+.quick-action-desc {
+  font-size: 11px;
+  color: var(--text-muted);
+}
+
+/* ===== Animations ===== */
+@keyframes fadeUp {
+  from { opacity: 0; transform: translateY(16px); }
+  to { opacity: 1; transform: translateY(0); }
+}
+</style>
+</head>
+<body>
+
+<div class="view-switcher">
+  <button class="active" onclick="showView('landing')">Landing</button>
+  <button onclick="showView('dashboard')">Dashboard</button>
+</div>
+
+<!-- ===== LANDING ===== -->
+<div id="landing" class="view active">
+  <nav class="landing-nav">
+    <div class="nav-logo">Cert<em>if</em>AI</div>
+    <ul class="nav-links">
+      <li><a href="#">Features</a></li>
+      <li><a href="#">How It Works</a></li>
+      <li><a href="#">Pricing</a></li>
+      <li><a href="#">Contact</a></li>
+    </ul>
+    <div class="nav-cta">
+      <button class="btn-ghost">Sign In</button>
+      <button class="btn-primary">Get Started</button>
+    </div>
+  </nav>
+
+  <section class="hero">
+    <div class="hero-text">
+      <div class="hero-eyebrow">Private AI Infrastructure</div>
+      <h1>AI that stays <em>in-house</em></h1>
+      <p>A friendly, powerful dashboard for managing your self-hosted GenAI tools. No data leaves your servers. No compromises on capability.</p>
+      <div class="hero-actions">
+        <button class="btn-primary" style="padding:14px 32px; font-size:15px;">Start Free Trial</button>
+        <button class="btn-outline" style="padding:14px 32px; font-size:15px;">Watch Demo</button>
+      </div>
+    </div>
+    <div class="hero-visual">
+      <div class="hero-floating-badge">5 models live</div>
+      <div class="hero-card">
+        <div class="hero-card-header">
+          <div class="hero-card-dot"></div>
+          <span class="hero-card-label">System Overview</span>
+        </div>
+        <div class="hero-metric">
+          <div class="hero-metric-label">Token usage this month</div>
+          <div class="hero-metric-value">847,000</div>
+        </div>
+        <div class="hero-bar"><div class="hero-bar-fill"></div></div>
+        <div class="hero-models">
+          <span class="hero-model-chip">Qwen3-Coder</span>
+          <span class="hero-model-chip">Llama 3.1</span>
+          <span class="hero-model-chip">Mistral</span>
+          <span class="hero-model-chip">Gemma 2</span>
+        </div>
+      </div>
+    </div>
+  </section>
+
+  <div class="trust-bar">
+    <div class="trust-item"><div class="trust-icon">&#9745;</div>100% On-Premise</div>
+    <div class="trust-item"><div class="trust-icon">&#9878;</div>GDPR Compliant</div>
+    <div class="trust-item"><div class="trust-icon">&#9873;</div>EU Data Only</div>
+    <div class="trust-item"><div class="trust-icon">&#9711;</div>Zero Third-Party</div>
+  </div>
+
+  <section class="features">
+    <div class="section-header">
+      <h2>Everything you need, nothing you don't</h2>
+      <p>Simple tools for managing sophisticated AI infrastructure.</p>
+    </div>
+    <div class="features-grid">
+      <div class="feature-card">
+        <div class="feature-emoji">&#9881;</div>
+        <h3>Self-Hosted Infrastructure</h3>
+        <p>Your hardware, your cloud, your rules. Deploy with a single command.</p>
+      </div>
+      <div class="feature-card">
+        <div class="feature-emoji">&#9741;</div>
+        <h3>Multi-Model Gateway</h3>
+        <p>One API for all your models. Switch providers without changing a line of code.</p>
+      </div>
+      <div class="feature-card">
+        <div class="feature-emoji">&#10070;</div>
+        <h3>Visual Agent Builder</h3>
+        <p>Drag-and-drop workflows for building AI agents that actually work.</p>
+      </div>
+      <div class="feature-card">
+        <div class="feature-emoji">&#9211;</div>
+        <h3>Single Sign-On</h3>
+        <p>Connect your existing identity provider. One login for everything.</p>
+      </div>
+      <div class="feature-card">
+        <div class="feature-emoji">&#9776;</div>
+        <h3>Usage Analytics</h3>
+        <p>Track every token, every dollar, every model. Full transparency.</p>
+      </div>
+      <div class="feature-card">
+        <div class="feature-emoji">&#10132;</div>
+        <h3>API & Integrations</h3>
+        <p>REST APIs, webhooks, and MCP server support out of the box.</p>
+      </div>
+    </div>
+  </section>
+
+  <section class="cta-section">
+    <div class="cta-box">
+      <h2>Let's get you set up</h2>
+      <p>No credit card. No sales call. Just your AI infrastructure, ready in minutes.</p>
+      <button class="btn-warm">Start Your Free Trial</button>
+    </div>
+  </section>
+
+  <footer class="landing-footer">
+    <span>&copy; 2026 CERTifAI</span>
+    <div class="footer-links">
+      <a href="#">Privacy</a>
+      <a href="#">Impressum</a>
+      <a href="#">Contact</a>
+    </div>
+  </footer>
+</div>
+
+<!-- ===== DASHBOARD ===== -->
+<div id="dashboard" class="view">
+  <div class="dashboard-layout">
+    <aside class="sidebar">
+      <div class="sidebar-brand"><h2>Cert<em>if</em>AI</h2></div>
+      <div class="sidebar-user">
+        <div class="user-avatar">MM</div>
+        <div>
+          <div class="user-name">Max Mustermann</div>
+          <div class="user-email">max@company.de</div>
+        </div>
+      </div>
+      <nav class="sidebar-nav">
+        <div class="nav-section">Main</div>
+        <a class="nav-item active">&#9632; Dashboard</a>
+        <a class="nav-item">&#9674; Providers</a>
+        <a class="nav-item">&#9993; Chat</a>
+        <div class="nav-section">Developer</div>
+        <a class="nav-item">&#9881; Agents</a>
+        <a class="nav-item">&#10697; Workflows</a>
+        <a class="nav-item">&#9776; Analytics</a>
+        <div class="nav-section">Organization</div>
+        <a class="nav-item">&#9733; Billing</a>
+        <a class="nav-item">&#10070; Members</a>
+      </nav>
+      <div class="sidebar-footer">v0.1.0</div>
+    </aside>
+
+    <main class="main-content">
+      <div class="page-header">
+        <div>
+          <h1 class="page-title">Good morning, Max</h1>
+          <p class="page-subtitle">Here's what's happening with your AI stack today.</p>
+        </div>
+        <button class="btn-primary">New Search</button>
+      </div>
+
+      <div class="welcome-card">
+        <div class="welcome-text">
+          <h2>February Overview</h2>
+          <p>Your team used 847K tokens across 5 models this month.</p>
+        </div>
+        <div class="welcome-stats">
+          <div>
+            <div class="welcome-stat-value">$47.82</div>
+            <div class="welcome-stat-label">Total spend</div>
+          </div>
+          <div>
+            <div class="welcome-stat-value">4/25</div>
+            <div class="welcome-stat-label">Seats used</div>
+          </div>
+        </div>
+      </div>
+
+      <div class="stats-row">
+        <div class="stat-card">
+          <div class="stat-label">Active Models</div>
+          <div class="stat-value">5</div>
+          <span class="stat-badge up">All healthy</span>
+        </div>
+        <div class="stat-card">
+          <div class="stat-label">Agents Running</div>
+          <div class="stat-value">3</div>
+          <span class="stat-badge neutral">2 idle</span>
+        </div>
+        <div class="stat-card">
+          <div class="stat-label">Billing Cycle Ends</div>
+          <div class="stat-value">Mar 1</div>
+          <span class="stat-badge up">3 days left</span>
+        </div>
+      </div>
+
+      <div class="content-grid">
+        <div class="card">
+          <div class="card-title">Usage by Model</div>
+          <table class="data-table">
+            <thead>
+              <tr><th>Model</th><th>Tokens</th><th>Spend</th></tr>
+            </thead>
+            <tbody>
+              <tr><td><span class="model-chip">Qwen3-Coder-30B</span></td><td>342K</td><td>$18.40</td></tr>
+              <tr><td><span class="model-chip">Llama-3.1-70B</span></td><td>285K</td><td>$15.20</td></tr>
+              <tr><td><span class="model-chip">Mistral-7B</span></td><td>120K</td><td>$8.42</td></tr>
+              <tr><td><span class="model-chip">Gemma-2-9B</span></td><td>65K</td><td>$3.80</td></tr>
+              <tr><td><span class="model-chip">Phi-3-mini</span></td><td>35K</td><td>$2.00</td></tr>
+            </tbody>
+          </table>
+        </div>
+
+        <div class="card">
+          <div class="card-title">Quick Actions</div>
+          <div class="quick-actions">
+            <a class="quick-action">
+              <div class="quick-action-icon">&#9993;</div>
+              <div class="quick-action-title">Open Chat</div>
+              <div class="quick-action-desc">Ask your models anything</div>
+            </a>
+            <a class="quick-action">
+              <div class="quick-action-icon">&#9881;</div>
+              <div class="quick-action-title">Manage Agents</div>
+              <div class="quick-action-desc">View running agents</div>
+            </a>
+            <a class="quick-action">
+              <div class="quick-action-icon">&#9776;</div>
+              <div class="quick-action-title">View Analytics</div>
+              <div class="quick-action-desc">Langfuse dashboard</div>
+            </a>
+            <a class="quick-action">
+              <div class="quick-action-icon">&#10070;</div>
+              <div class="quick-action-title">Invite Team</div>
+              <div class="quick-action-desc">Add new members</div>
+            </a>
+          </div>
+        </div>
+      </div>
+    </main>
+  </div>
+</div>
+
+<script>
+function showView(id) {
+  document.querySelectorAll('.view').forEach(v => v.classList.remove('active'));
+  document.querySelectorAll('.view-switcher button').forEach(b => b.classList.remove('active'));
+  document.getElementById(id).classList.add('active');
+  event.target.classList.add('active');
+}
+</script>
+</body>
+</html>
--- a/design-templates/04-glass-aurora.html
+++ b/design-templates/04-glass-aurora.html
@@ -0,0 +1,963 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+<meta charset="UTF-8">
+<meta name="viewport" content="width=device-width, initial-scale=1.0">
+<title>CERTifAI - Template 4: Glass Aurora</title>
+<link rel="preconnect" href="https://fonts.googleapis.com">
+<link href="https://fonts.googleapis.com/css2?family=Sora:wght@300;400;500;600;700;800&family=Literata:ital,opsz,wght@0,7..72,400;0,7..72,500;0,7..72,600;0,7..72,700;1,7..72,400&display=swap" rel="stylesheet">
+<style>
+/* ========================================================================
+   TEMPLATE 4: GLASS AURORA
+   ========================================================================
+   Mood:       Vibrant, modern, glassmorphic, bold gradients
+   Audience:   SaaS-savvy buyers, modern enterprises, AI-native teams
+   Palette:    Deep navy/purple base, aurora gradient accents, glass effects
+   Fonts:      Sora (headings) + Literata (body)
+   Feel:       Premium SaaS, forward-looking, rich, confident
+   ======================================================================== */
+
+*, *::before, *::after { margin: 0; padding: 0; box-sizing: border-box; }
+
+:root {
+  --bg-deep: #0c0a1d;
+  --bg-primary: #100e24;
+  --bg-card: rgba(22, 19, 48, 0.7);
+  --bg-glass: rgba(255, 255, 255, 0.04);
+  --bg-glass-hover: rgba(255, 255, 255, 0.07);
+  --text-bright: #f4f0ff;
+  --text-primary: #cfc8e8;
+  --text-secondary: #8b82aa;
+  --text-muted: #5a5280;
+  --gradient-start: #6366f1;
+  --gradient-mid: #a855f7;
+  --gradient-end: #ec4899;
+  --aurora: linear-gradient(135deg, #6366f1, #8b5cf6, #a855f7, #ec4899);
+  --aurora-muted: linear-gradient(135deg, rgba(99,102,241,0.12), rgba(168,85,247,0.12));
+  --glass-border: rgba(255, 255, 255, 0.08);
+  --glass-border-bright: rgba(255, 255, 255, 0.12);
+  --green: #34d399;
+  --green-dim: rgba(52, 211, 153, 0.15);
+  --shadow-glow: 0 0 60px rgba(139, 92, 246, 0.08);
+  --radius: 16px;
+  --radius-sm: 10px;
+  --radius-xl: 24px;
+}
+
+body {
+  font-family: 'Literata', serif;
+  color: var(--text-primary);
+  background: var(--bg-deep);
+  line-height: 1.7;
+  -webkit-font-smoothing: antialiased;
+}
+
+h1, h2, h3, h4 {
+  font-family: 'Sora', sans-serif;
+  font-weight: 700;
+  line-height: 1.15;
+  color: var(--text-bright);
+}
+
+/* ===== View Switcher ===== */
+.view-switcher {
+  position: fixed;
+  top: 16px;
+  right: 16px;
+  z-index: 9999;
+  display: flex;
+  gap: 2px;
+  background: var(--bg-card);
+  backdrop-filter: blur(20px);
+  border: 1px solid var(--glass-border);
+  padding: 4px;
+  border-radius: 12px;
+}
+.view-switcher button {
+  font-family: 'Sora', sans-serif;
+  font-size: 12px;
+  font-weight: 600;
+  border: none;
+  padding: 8px 18px;
+  border-radius: 9px;
+  cursor: pointer;
+  background: transparent;
+  color: var(--text-muted);
+  transition: all 0.25s;
+}
+.view-switcher button.active {
+  background: var(--aurora);
+  color: #fff;
+}
+.view-switcher button:hover:not(.active) { color: var(--text-primary); }
+
+.view { display: none; }
+.view.active { display: block; }
+
+/* ===== LANDING ===== */
+
+.landing-bg {
+  position: relative;
+  overflow: hidden;
+}
+.landing-bg::before {
+  content: '';
+  position: fixed;
+  top: -40%;
+  left: -20%;
+  width: 80%;
+  height: 80%;
+  background: radial-gradient(ellipse, rgba(99,102,241,0.12) 0%, transparent 60%);
+  pointer-events: none;
+}
+.landing-bg::after {
+  content: '';
+  position: fixed;
+  bottom: -30%;
+  right: -20%;
+  width: 70%;
+  height: 70%;
+  background: radial-gradient(ellipse, rgba(236,72,153,0.08) 0%, transparent 60%);
+  pointer-events: none;
+}
+
+.landing-nav {
+  display: flex;
+  align-items: center;
+  justify-content: space-between;
+  padding: 18px 56px;
+  background: rgba(16, 14, 36, 0.6);
+  backdrop-filter: blur(24px);
+  border-bottom: 1px solid var(--glass-border);
+  position: sticky;
+  top: 0;
+  z-index: 100;
+}
+.nav-logo {
+  font-family: 'Sora', sans-serif;
+  font-size: 22px;
+  font-weight: 800;
+  background: var(--aurora);
+  -webkit-background-clip: text;
+  -webkit-text-fill-color: transparent;
+}
+.nav-links {
+  display: flex;
+  gap: 32px;
+  list-style: none;
+}
+.nav-links a {
+  text-decoration: none;
+  color: var(--text-secondary);
+  font-family: 'Sora', sans-serif;
+  font-size: 13px;
+  font-weight: 500;
+  transition: color 0.2s;
+}
+.nav-links a:hover { color: var(--text-bright); }
+.nav-cta { display: flex; gap: 10px; }
+.btn-ghost {
+  font-family: 'Sora', sans-serif;
+  font-size: 13px;
+  font-weight: 500;
+  padding: 10px 22px;
+  border: 1px solid var(--glass-border);
+  background: transparent;
+  color: var(--text-secondary);
+  cursor: pointer;
+  border-radius: var(--radius-sm);
+  transition: all 0.2s;
+}
+.btn-ghost:hover { border-color: var(--glass-border-bright); color: var(--text-bright); }
+.btn-primary {
+  font-family: 'Sora', sans-serif;
+  font-size: 13px;
+  font-weight: 600;
+  padding: 10px 24px;
+  border: none;
+  background: var(--aurora);
+  background-size: 200% 200%;
+  color: #fff;
+  cursor: pointer;
+  border-radius: var(--radius-sm);
+  transition: all 0.3s;
+}
+.btn-primary:hover { background-position: 100% 0; transform: translateY(-1px); box-shadow: 0 4px 24px rgba(139,92,246,0.3); }
+
+/* -- Hero -- */
+.hero {
+  padding: 120px 56px 100px;
+  text-align: center;
+  position: relative;
+}
+.hero-pills {
+  display: flex;
+  gap: 8px;
+  justify-content: center;
+  margin-bottom: 32px;
+  animation: fadeUp 0.6s ease;
+}
+.pill {
+  font-family: 'Sora', sans-serif;
+  font-size: 12px;
+  font-weight: 500;
+  padding: 6px 16px;
+  background: var(--bg-glass);
+  border: 1px solid var(--glass-border);
+  border-radius: 100px;
+  color: var(--text-secondary);
+  backdrop-filter: blur(8px);
+}
+.pill.accent {
+  background: rgba(99,102,241,0.15);
+  border-color: rgba(99,102,241,0.3);
+  color: #a5b4fc;
+}
+.hero h1 {
+  font-size: 68px;
+  letter-spacing: -2px;
+  margin-bottom: 20px;
+  animation: fadeUp 0.6s ease 0.1s both;
+}
+.hero h1 .gradient-text {
+  background: var(--aurora);
+  -webkit-background-clip: text;
+  -webkit-text-fill-color: transparent;
+}
+.hero p {
+  font-size: 17px;
+  color: var(--text-secondary);
+  max-width: 540px;
+  margin: 0 auto 40px;
+  animation: fadeUp 0.6s ease 0.2s both;
+}
+.hero-actions {
+  display: flex;
+  gap: 14px;
+  justify-content: center;
+  animation: fadeUp 0.6s ease 0.3s both;
+}
+.btn-lg { padding: 14px 36px; font-size: 14px; }
+.btn-glass {
+  font-family: 'Sora', sans-serif;
+  font-size: 14px;
+  font-weight: 500;
+  padding: 14px 36px;
+  background: var(--bg-glass);
+  backdrop-filter: blur(8px);
+  border: 1px solid var(--glass-border);
+  color: var(--text-primary);
+  cursor: pointer;
+  border-radius: var(--radius-sm);
+  transition: all 0.25s;
+}
+.btn-glass:hover { background: var(--bg-glass-hover); border-color: var(--glass-border-bright); }
+
+/* -- Glass Preview -- */
+.preview-container {
+  max-width: 900px;
+  margin: 64px auto 0;
+  animation: fadeUp 0.8s ease 0.4s both;
+}
+.glass-preview {
+  background: var(--bg-card);
+  backdrop-filter: blur(20px);
+  border: 1px solid var(--glass-border);
+  border-radius: var(--radius-xl);
+  padding: 32px;
+  display: grid;
+  grid-template-columns: repeat(3, 1fr);
+  gap: 16px;
+}
+.preview-stat {
+  padding: 20px;
+  background: var(--bg-glass);
+  border: 1px solid var(--glass-border);
+  border-radius: var(--radius);
+  text-align: center;
+}
+.preview-stat-value {
+  font-family: 'Sora', sans-serif;
+  font-size: 28px;
+  font-weight: 700;
+  color: var(--text-bright);
+  margin-bottom: 4px;
+}
+.preview-stat-label {
+  font-family: 'Sora', sans-serif;
+  font-size: 12px;
+  color: var(--text-muted);
+}
+
+/* -- Trust -- */
+.trust-bar {
+  display: flex;
+  justify-content: center;
+  gap: 40px;
+  padding: 48px 56px;
+  border-top: 1px solid var(--glass-border);
+}
+.trust-item {
+  font-family: 'Sora', sans-serif;
+  font-size: 13px;
+  font-weight: 500;
+  color: var(--text-muted);
+  display: flex;
+  align-items: center;
+  gap: 8px;
+}
+.trust-dot {
+  width: 8px;
+  height: 8px;
+  border-radius: 50%;
+  background: var(--aurora);
+}
+
+/* -- Features -- */
+.features {
+  padding: 100px 56px;
+  max-width: 1200px;
+  margin: 0 auto;
+}
+.section-header {
+  text-align: center;
+  margin-bottom: 60px;
+}
+.section-header h2 { font-size: 40px; letter-spacing: -1px; margin-bottom: 12px; }
+.section-header p { font-size: 16px; color: var(--text-secondary); max-width: 450px; margin: 0 auto; }
+.features-grid {
+  display: grid;
+  grid-template-columns: repeat(3, 1fr);
+  gap: 16px;
+}
+.feature-card {
+  padding: 28px;
+  background: var(--bg-card);
+  backdrop-filter: blur(12px);
+  border: 1px solid var(--glass-border);
+  border-radius: var(--radius);
+  transition: all 0.3s;
+  position: relative;
+  overflow: hidden;
+}
+.feature-card:hover {
+  border-color: var(--glass-border-bright);
+  box-shadow: var(--shadow-glow);
+  transform: translateY(-2px);
+}
+.feature-icon-bar {
+  width: 40px;
+  height: 4px;
+  border-radius: 2px;
+  background: var(--aurora);
+  margin-bottom: 18px;
+}
+.feature-card h3 {
+  font-size: 16px;
+  margin-bottom: 8px;
+}
+.feature-card p {
+  font-size: 14px;
+  color: var(--text-secondary);
+  line-height: 1.7;
+}
+
+/* -- CTA -- */
+.cta-section {
+  padding: 80px 56px;
+  text-align: center;
+}
+.cta-box {
+  max-width: 700px;
+  margin: 0 auto;
+  padding: 60px;
+  background: var(--bg-card);
+  backdrop-filter: blur(20px);
+  border: 1px solid var(--glass-border);
+  border-radius: var(--radius-xl);
+  position: relative;
+  overflow: hidden;
+}
+.cta-box::before {
+  content: '';
+  position: absolute;
+  top: 0;
+  left: 0;
+  right: 0;
+  height: 2px;
+  background: var(--aurora);
+}
+.cta-box h2 { font-size: 32px; margin-bottom: 12px; }
+.cta-box p { font-size: 15px; color: var(--text-secondary); margin-bottom: 28px; }
+
+.landing-footer {
+  padding: 40px 56px;
+  display: flex;
+  justify-content: space-between;
+  align-items: center;
+  border-top: 1px solid var(--glass-border);
+  font-family: 'Sora', sans-serif;
+  font-size: 12px;
+  color: var(--text-muted);
+}
+.footer-links { display: flex; gap: 24px; }
+.footer-links a { color: var(--text-muted); text-decoration: none; }
+.footer-links a:hover { color: var(--text-bright); }
+
+/* ===== DASHBOARD ===== */
+
+.dashboard-layout {
+  display: flex;
+  min-height: 100vh;
+  background: var(--bg-deep);
+}
+
+.sidebar {
+  width: 256px;
+  min-width: 256px;
+  background: rgba(16, 14, 36, 0.8);
+  backdrop-filter: blur(20px);
+  border-right: 1px solid var(--glass-border);
+  display: flex;
+  flex-direction: column;
+  height: 100vh;
+  position: sticky;
+  top: 0;
+}
+.sidebar-brand {
+  padding: 22px 20px;
+  border-bottom: 1px solid var(--glass-border);
+}
+.sidebar-brand h2 {
+  font-size: 20px;
+  font-weight: 800;
+  background: var(--aurora);
+  -webkit-background-clip: text;
+  -webkit-text-fill-color: transparent;
+}
+.sidebar-user {
+  display: flex;
+  align-items: center;
+  gap: 12px;
+  padding: 18px 20px;
+  border-bottom: 1px solid var(--glass-border);
+}
+.user-avatar {
+  width: 36px;
+  height: 36px;
+  border-radius: 10px;
+  background: var(--aurora);
+  color: #fff;
+  display: flex;
+  align-items: center;
+  justify-content: center;
+  font-family: 'Sora', sans-serif;
+  font-size: 13px;
+  font-weight: 700;
+}
+.user-name { font-family: 'Sora', sans-serif; font-size: 13px; font-weight: 600; color: var(--text-bright); }
+.user-email { font-family: 'Sora', sans-serif; font-size: 11px; color: var(--text-muted); }
+.sidebar-nav {
+  flex: 1;
+  padding: 12px 10px;
+}
+.nav-group {
+  font-family: 'Sora', sans-serif;
+  font-size: 10px;
+  font-weight: 600;
+  text-transform: uppercase;
+  letter-spacing: 0.1em;
+  color: var(--text-muted);
+  padding: 14px 14px 6px;
+}
+.nav-item {
+  display: flex;
+  align-items: center;
+  gap: 10px;
+  padding: 9px 14px;
+  border-radius: var(--radius-sm);
+  font-family: 'Sora', sans-serif;
+  font-size: 13px;
+  font-weight: 500;
+  color: var(--text-secondary);
+  cursor: pointer;
+  transition: all 0.15s;
+  text-decoration: none;
+}
+.nav-item:hover { background: var(--bg-glass-hover); color: var(--text-primary); }
+.nav-item.active {
+  background: rgba(99,102,241,0.12);
+  color: #a5b4fc;
+  font-weight: 600;
+}
+.sidebar-footer {
+  padding: 14px 20px;
+  border-top: 1px solid var(--glass-border);
+  font-family: 'Sora', sans-serif;
+  font-size: 11px;
+  color: var(--text-muted);
+}
+
+.main-content {
+  flex: 1;
+  padding: 36px 44px;
+  min-width: 0;
+}
+.page-header {
+  display: flex;
+  justify-content: space-between;
+  align-items: flex-start;
+  margin-bottom: 32px;
+}
+.page-title { font-size: 26px; letter-spacing: -0.5px; }
+.page-subtitle { font-family: 'Sora', sans-serif; font-size: 13px; color: var(--text-muted); margin-top: 4px; }
+
+/* -- Gradient Banner -- */
+.gradient-banner {
+  background: var(--aurora);
+  border-radius: var(--radius-xl);
+  padding: 32px 36px;
+  margin-bottom: 24px;
+  display: flex;
+  justify-content: space-between;
+  align-items: center;
+  position: relative;
+  overflow: hidden;
+}
+.gradient-banner::before {
+  content: '';
+  position: absolute;
+  inset: 0;
+  background: repeating-linear-gradient(
+    90deg,
+    transparent,
+    transparent 100px,
+    rgba(255,255,255,0.03) 100px,
+    rgba(255,255,255,0.03) 101px
+  );
+}
+.banner-text h3 { font-size: 20px; margin-bottom: 4px; position: relative; }
+.banner-text p { font-size: 13px; color: rgba(255,255,255,0.7); position: relative; font-family: 'Sora', sans-serif; }
+.banner-stats {
+  display: flex;
+  gap: 36px;
+  position: relative;
+}
+.banner-stat-value { font-family: 'Sora', sans-serif; font-size: 24px; font-weight: 700; color: #fff; }
+.banner-stat-label { font-family: 'Sora', sans-serif; font-size: 11px; color: rgba(255,255,255,0.6); }
+
+/* -- Stats -- */
+.stats-row {
+  display: grid;
+  grid-template-columns: repeat(4, 1fr);
+  gap: 14px;
+  margin-bottom: 24px;
+}
+.stat-card {
+  padding: 22px;
+  background: var(--bg-card);
+  backdrop-filter: blur(12px);
+  border: 1px solid var(--glass-border);
+  border-radius: var(--radius);
+  transition: all 0.2s;
+}
+.stat-card:hover { border-color: var(--glass-border-bright); box-shadow: var(--shadow-glow); }
+.stat-label {
+  font-family: 'Sora', sans-serif;
+  font-size: 11px;
+  font-weight: 500;
+  color: var(--text-muted);
+  margin-bottom: 8px;
+}
+.stat-value {
+  font-family: 'Sora', sans-serif;
+  font-size: 26px;
+  font-weight: 700;
+  color: var(--text-bright);
+}
+.stat-sub {
+  font-family: 'Sora', sans-serif;
+  font-size: 11px;
+  margin-top: 4px;
+  color: var(--green);
+}
+
+/* -- Grid -- */
+.content-grid {
+  display: grid;
+  grid-template-columns: 3fr 2fr;
+  gap: 14px;
+}
+.card {
+  background: var(--bg-card);
+  backdrop-filter: blur(12px);
+  border: 1px solid var(--glass-border);
+  border-radius: var(--radius);
+  padding: 24px;
+}
+.card-header {
+  display: flex;
+  justify-content: space-between;
+  align-items: center;
+  margin-bottom: 18px;
+}
+.card-title {
+  font-family: 'Sora', sans-serif;
+  font-size: 14px;
+  font-weight: 600;
+  color: var(--text-bright);
+}
+.card-badge {
+  font-family: 'Sora', sans-serif;
+  font-size: 10px;
+  font-weight: 600;
+  padding: 4px 12px;
+  background: var(--green-dim);
+  color: var(--green);
+  border-radius: 100px;
+}
+
+.data-table {
+  width: 100%;
+  border-collapse: collapse;
+}
+.data-table th {
+  font-family: 'Sora', sans-serif;
+  font-size: 10px;
+  font-weight: 600;
+  letter-spacing: 0.08em;
+  text-transform: uppercase;
+  color: var(--text-muted);
+  text-align: left;
+  padding: 8px 0;
+  border-bottom: 1px solid var(--glass-border);
+}
+.data-table td {
+  font-size: 13px;
+  padding: 12px 0;
+  border-bottom: 1px solid var(--glass-border);
+}
+.data-table tr:last-child td { border-bottom: none; }
+.model-tag {
+  font-family: 'Sora', sans-serif;
+  font-size: 11px;
+  font-weight: 500;
+  padding: 3px 10px;
+  background: var(--bg-glass);
+  border: 1px solid var(--glass-border);
+  border-radius: 6px;
+}
+.status-online {
+  width: 6px;
+  height: 6px;
+  border-radius: 50%;
+  display: inline-block;
+  margin-right: 6px;
+  background: var(--green);
+  box-shadow: 0 0 6px rgba(52,211,153,0.5);
+}
+
+/* -- Service Status -- */
+.service-item {
+  display: flex;
+  align-items: center;
+  justify-content: space-between;
+  padding: 14px 0;
+  border-bottom: 1px solid var(--glass-border);
+}
+.service-item:last-child { border-bottom: none; }
+.service-name {
+  font-family: 'Sora', sans-serif;
+  font-size: 13px;
+  font-weight: 500;
+  color: var(--text-primary);
+}
+.service-url {
+  font-size: 11px;
+  color: var(--text-muted);
+}
+.service-status {
+  font-family: 'Sora', sans-serif;
+  font-size: 11px;
+  font-weight: 600;
+  padding: 4px 12px;
+  border-radius: 100px;
+}
+.service-status.online {
+  background: var(--green-dim);
+  color: var(--green);
+}
+.service-status.offline {
+  background: rgba(248,113,113,0.12);
+  color: #f87171;
+}
+
+@keyframes fadeUp {
+  from { opacity: 0; transform: translateY(20px); }
+  to { opacity: 1; transform: translateY(0); }
+}
+</style>
+</head>
+<body>
+
+<div class="view-switcher">
+  <button class="active" onclick="showView('landing')">Landing</button>
+  <button onclick="showView('dashboard')">Dashboard</button>
+</div>
+
+<!-- ===== LANDING ===== -->
+<div id="landing" class="view active landing-bg">
+  <nav class="landing-nav">
+    <div class="nav-logo">CERTifAI</div>
+    <ul class="nav-links">
+      <li><a href="#">Features</a></li>
+      <li><a href="#">Pricing</a></li>
+      <li><a href="#">Docs</a></li>
+      <li><a href="#">Blog</a></li>
+    </ul>
+    <div class="nav-cta">
+      <button class="btn-ghost">Sign In</button>
+      <button class="btn-primary">Get Started Free</button>
+    </div>
+  </nav>
+
+  <section class="hero">
+    <div class="hero-pills">
+      <span class="pill accent">GDPR Native</span>
+      <span class="pill">Self-Hosted</span>
+      <span class="pill">EU Sovereign</span>
+    </div>
+    <h1>Sovereign AI<br><span class="gradient-text">infrastructure</span></h1>
+    <p>The complete platform for deploying, managing, and scaling private generative AI. Your data never leaves your perimeter.</p>
+    <div class="hero-actions">
+      <button class="btn-primary btn-lg">Start Free Trial</button>
+      <button class="btn-glass">Live Demo</button>
+    </div>
+
+    <div class="preview-container">
+      <div class="glass-preview">
+        <div class="preview-stat">
+          <div class="preview-stat-value">5</div>
+          <div class="preview-stat-label">Active Models</div>
+        </div>
+        <div class="preview-stat">
+          <div class="preview-stat-value">847K</div>
+          <div class="preview-stat-label">Tokens / Month</div>
+        </div>
+        <div class="preview-stat">
+          <div class="preview-stat-value">$47.82</div>
+          <div class="preview-stat-label">Total Spend</div>
+        </div>
+      </div>
+    </div>
+  </section>
+
+  <div class="trust-bar">
+    <div class="trust-item"><div class="trust-dot"></div>100% On-Premise</div>
+    <div class="trust-item"><div class="trust-dot"></div>GDPR Compliant</div>
+    <div class="trust-item"><div class="trust-dot"></div>EU Data Residency</div>
+    <div class="trust-item"><div class="trust-dot"></div>Zero Third-Party</div>
+  </div>
+
+  <section class="features">
+    <div class="section-header">
+      <h2>Your AI, your way</h2>
+      <p>Every tool you need to run production AI without compromise.</p>
+    </div>
+    <div class="features-grid">
+      <div class="feature-card">
+        <div class="feature-icon-bar"></div>
+        <h3>LLM Gateway</h3>
+        <p>Route between any model through a unified API. LiteLLM proxy with full cost tracking.</p>
+      </div>
+      <div class="feature-card">
+        <div class="feature-icon-bar"></div>
+        <h3>Agent Platform</h3>
+        <p>Build and deploy LangGraph agents with visual workflows and real-time monitoring.</p>
+      </div>
+      <div class="feature-card">
+        <div class="feature-icon-bar"></div>
+        <h3>Observability</h3>
+        <p>Langfuse integration for traces, prompt engineering, and cost attribution.</p>
+      </div>
+      <div class="feature-card">
+        <div class="feature-icon-bar"></div>
+        <h3>Identity & SSO</h3>
+        <p>Keycloak-powered auth with SAML, OIDC, and LDAP. One login across services.</p>
+      </div>
+      <div class="feature-card">
+        <div class="feature-icon-bar"></div>
+        <h3>MCP Servers</h3>
+        <p>Model Context Protocol for secure, tool-augmented AI with function calling.</p>
+      </div>
+      <div class="feature-card">
+        <div class="feature-icon-bar"></div>
+        <h3>API-First</h3>
+        <p>REST endpoints, API keys, webhooks. Plug CERTifAI into your existing stack.</p>
+      </div>
+    </div>
+  </section>
+
+  <section class="cta-section">
+    <div class="cta-box">
+      <h2>Deploy in 30 minutes</h2>
+      <p>No credit card required. Full access to every feature.</p>
+      <button class="btn-primary btn-lg">Start Free Trial</button>
+    </div>
+  </section>
+
+  <footer class="landing-footer">
+    <span>&copy; 2026 CERTifAI GmbH</span>
+    <div class="footer-links">
+      <a href="#">Privacy</a>
+      <a href="#">Impressum</a>
+      <a href="#">Terms</a>
+    </div>
+  </footer>
+</div>
+
+<!-- ===== DASHBOARD ===== -->
+<div id="dashboard" class="view">
+  <div class="dashboard-layout">
+    <aside class="sidebar">
+      <div class="sidebar-brand"><h2>CERTifAI</h2></div>
+      <div class="sidebar-user">
+        <div class="user-avatar">MM</div>
+        <div>
+          <div class="user-name">Max Mustermann</div>
+          <div class="user-email">max@company.de</div>
+        </div>
+      </div>
+      <nav class="sidebar-nav">
+        <div class="nav-group">Main</div>
+        <a class="nav-item active">&#9632; Dashboard</a>
+        <a class="nav-item">&#9674; Providers</a>
+        <a class="nav-item">&#9993; Chat</a>
+        <div class="nav-group">Developer</div>
+        <a class="nav-item">&#10070; Agents</a>
+        <a class="nav-item">&#10697; Workflows</a>
+        <a class="nav-item">&#9776; Analytics</a>
+        <div class="nav-group">Organization</div>
+        <a class="nav-item">&#9733; Billing</a>
+        <a class="nav-item">&#9823; Members</a>
+      </nav>
+      <div class="sidebar-footer">v0.1.0</div>
+    </aside>
+
+    <main class="main-content">
+      <div class="page-header">
+        <div>
+          <h1 class="page-title">Dashboard</h1>
+          <p class="page-subtitle">AI infrastructure overview</p>
+        </div>
+        <button class="btn-primary">New Search</button>
+      </div>
+
+      <div class="gradient-banner">
+        <div class="banner-text">
+          <h3>February 2026</h3>
+          <p>Your infrastructure is healthy. All models are responding.</p>
+        </div>
+        <div class="banner-stats">
+          <div>
+            <div class="banner-stat-value">$47.82</div>
+            <div class="banner-stat-label">Total Spend</div>
+          </div>
+          <div>
+            <div class="banner-stat-value">847K</div>
+            <div class="banner-stat-label">Tokens Used</div>
+          </div>
+        </div>
+      </div>
+
+      <div class="stats-row">
+        <div class="stat-card">
+          <div class="stat-label">Active Models</div>
+          <div class="stat-value">5</div>
+          <div class="stat-sub">All responding</div>
+        </div>
+        <div class="stat-card">
+          <div class="stat-label">Team Seats</div>
+          <div class="stat-value">4/25</div>
+          <div class="stat-sub">21 available</div>
+        </div>
+        <div class="stat-card">
+          <div class="stat-label">Running Agents</div>
+          <div class="stat-value">3</div>
+          <div class="stat-sub">via LangGraph</div>
+        </div>
+        <div class="stat-card">
+          <div class="stat-label">Cycle Ends</div>
+          <div class="stat-value">Mar 1</div>
+          <div class="stat-sub" style="color:var(--text-muted)">3 days left</div>
+        </div>
+      </div>
+
+      <div class="content-grid">
+        <div class="card">
+          <div class="card-header">
+            <div class="card-title">Model Usage</div>
+            <span class="card-badge">This Month</span>
+          </div>
+          <table class="data-table">
+            <thead>
+              <tr><th>Model</th><th>Tokens</th><th>Spend</th><th>Status</th></tr>
+            </thead>
+            <tbody>
+              <tr><td><span class="model-tag">Qwen3-Coder-30B</span></td><td>342K</td><td>$18.40</td><td><span class="status-online"></span>Active</td></tr>
+              <tr><td><span class="model-tag">Llama-3.1-70B</span></td><td>285K</td><td>$15.20</td><td><span class="status-online"></span>Active</td></tr>
+              <tr><td><span class="model-tag">Mistral-7B</span></td><td>120K</td><td>$8.42</td><td><span class="status-online"></span>Active</td></tr>
+              <tr><td><span class="model-tag">Gemma-2-9B</span></td><td>65K</td><td>$3.80</td><td><span class="status-online"></span>Active</td></tr>
+              <tr><td><span class="model-tag">Phi-3-mini</span></td><td>35K</td><td>$2.00</td><td style="color:var(--text-muted)">Idle</td></tr>
+            </tbody>
+          </table>
+        </div>
+
+        <div class="card">
+          <div class="card-header">
+            <div class="card-title">Services</div>
+          </div>
+          <div class="service-item">
+            <div>
+              <div class="service-name">LiteLLM Proxy</div>
+              <div class="service-url">llm-dev.meghsakha.com</div>
+            </div>
+            <span class="service-status online">Online</span>
+          </div>
+          <div class="service-item">
+            <div>
+              <div class="service-name">LangGraph</div>
+              <div class="service-url">agents.internal</div>
+            </div>
+            <span class="service-status online">Online</span>
+          </div>
+          <div class="service-item">
+            <div>
+              <div class="service-name">Langfuse</div>
+              <div class="service-url">analytics.internal</div>
+            </div>
+            <span class="service-status online">Online</span>
+          </div>
+          <div class="service-item">
+            <div>
+              <div class="service-name">LangFlow</div>
+              <div class="service-url">--</div>
+            </div>
+            <span class="service-status offline">Not Configured</span>
+          </div>
+        </div>
+      </div>
+    </main>
+  </div>
+</div>
+
+<script>
+function showView(id) {
+  document.querySelectorAll('.view').forEach(v => v.classList.remove('active'));
+  document.querySelectorAll('.view-switcher button').forEach(b => b.classList.remove('active'));
+  document.getElementById(id).classList.add('active');
+  event.target.classList.add('active');
+}
+</script>
+</body>
+</html>
--- a/design-templates/05-swiss-grid.html
+++ b/design-templates/05-swiss-grid.html
@@ -0,0 +1,928 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+<meta charset="UTF-8">
+<meta name="viewport" content="width=device-width, initial-scale=1.0">
+<title>CERTifAI - Template 5: Swiss Grid</title>
+<link rel="preconnect" href="https://fonts.googleapis.com">
+<link href="https://fonts.googleapis.com/css2?family=IBM+Plex+Sans:wght@300;400;500;600;700&family=IBM+Plex+Mono:wght@400;500;600&display=swap" rel="stylesheet">
+<style>
+/* ========================================================================
+   TEMPLATE 5: SWISS GRID
+   ========================================================================
+   Mood:       Structured, editorial, Swiss design / International Typographic Style
+   Audience:   Government, defense, Mittelstand, compliance-heavy industries
+   Palette:    High-contrast B&W with a single signal red accent
+   Fonts:      IBM Plex Sans (body) + IBM Plex Mono (data/code)
+   Feel:       Authoritative, engineered, precise, like a Braun product manual
+   ======================================================================== */
+
+*, *::before, *::after { margin: 0; padding: 0; box-sizing: border-box; }
+
+:root {
+  --bg-white: #ffffff;
+  --bg-light: #f5f5f5;
+  --bg-warm: #fafafa;
+  --bg-dark: #111111;
+  --bg-darkgrey: #1a1a1a;
+  --text-black: #111111;
+  --text-dark: #333333;
+  --text-body: #555555;
+  --text-muted: #888888;
+  --text-light: #bbbbbb;
+  --text-inverse: #ffffff;
+  --red: #e63525;
+  --red-muted: rgba(230, 53, 37, 0.06);
+  --red-border: rgba(230, 53, 37, 0.15);
+  --green: #1a8754;
+  --green-muted: rgba(26, 135, 84, 0.08);
+  --border: #e5e5e5;
+  --border-dark: #d0d0d0;
+  --shadow: 0 1px 3px rgba(0,0,0,0.04);
+}
+
+body {
+  font-family: 'IBM Plex Sans', sans-serif;
+  color: var(--text-dark);
+  background: var(--bg-white);
+  line-height: 1.6;
+  -webkit-font-smoothing: antialiased;
+}
+
+h1, h2, h3, h4 {
+  font-family: 'IBM Plex Sans', sans-serif;
+  font-weight: 600;
+  line-height: 1.2;
+  color: var(--text-black);
+}
+
+/* ===== View Switcher ===== */
+.view-switcher {
+  position: fixed;
+  top: 16px;
+  right: 16px;
+  z-index: 9999;
+  display: flex;
+  gap: 0;
+  background: var(--bg-dark);
+  padding: 3px;
+  border-radius: 6px;
+}
+.view-switcher button {
+  font-family: 'IBM Plex Mono', monospace;
+  font-size: 11px;
+  font-weight: 600;
+  letter-spacing: 0.04em;
+  text-transform: uppercase;
+  border: none;
+  padding: 8px 16px;
+  border-radius: 4px;
+  cursor: pointer;
+  background: transparent;
+  color: rgba(255,255,255,0.35);
+  transition: all 0.15s;
+}
+.view-switcher button.active {
+  background: var(--red);
+  color: #fff;
+}
+.view-switcher button:hover:not(.active) { color: rgba(255,255,255,0.7); }
+
+.view { display: none; }
+.view.active { display: block; }
+
+/* ===== LANDING ===== */
+
+.landing-nav {
+  display: flex;
+  align-items: center;
+  justify-content: space-between;
+  padding: 0 56px;
+  height: 64px;
+  background: var(--bg-white);
+  border-bottom: 2px solid var(--text-black);
+  position: sticky;
+  top: 0;
+  z-index: 100;
+}
+.nav-logo {
+  font-family: 'IBM Plex Mono', monospace;
+  font-size: 18px;
+  font-weight: 700;
+  color: var(--text-black);
+  letter-spacing: -0.5px;
+}
+.nav-logo .red { color: var(--red); }
+.nav-links {
+  display: flex;
+  gap: 32px;
+  list-style: none;
+}
+.nav-links a {
+  text-decoration: none;
+  font-family: 'IBM Plex Mono', monospace;
+  color: var(--text-muted);
+  font-size: 12px;
+  font-weight: 500;
+  letter-spacing: 0.03em;
+  text-transform: uppercase;
+  transition: color 0.15s;
+}
+.nav-links a:hover { color: var(--text-black); }
+.nav-cta { display: flex; gap: 0; }
+.btn-dark {
+  font-family: 'IBM Plex Sans', sans-serif;
+  font-size: 13px;
+  font-weight: 600;
+  padding: 10px 28px;
+  border: 2px solid var(--text-black);
+  background: var(--text-black);
+  color: var(--text-inverse);
+  cursor: pointer;
+  transition: all 0.15s;
+}
+.btn-dark:hover { background: var(--red); border-color: var(--red); }
+.btn-bordered {
+  font-family: 'IBM Plex Sans', sans-serif;
+  font-size: 13px;
+  font-weight: 600;
+  padding: 10px 28px;
+  border: 2px solid var(--text-black);
+  background: transparent;
+  color: var(--text-black);
+  cursor: pointer;
+  transition: all 0.15s;
+}
+.btn-bordered:hover { background: var(--bg-light); }
+
+/* -- Hero -- */
+.hero {
+  padding: 100px 56px 80px;
+  display: grid;
+  grid-template-columns: 7fr 5fr;
+  gap: 80px;
+  max-width: 1200px;
+  margin: 0 auto;
+  border-bottom: 1px solid var(--border);
+}
+.hero-text {
+  animation: slideIn 0.5s ease;
+}
+.hero-label {
+  font-family: 'IBM Plex Mono', monospace;
+  font-size: 11px;
+  font-weight: 600;
+  letter-spacing: 0.1em;
+  text-transform: uppercase;
+  color: var(--red);
+  margin-bottom: 20px;
+  display: flex;
+  align-items: center;
+  gap: 10px;
+}
+.hero-label::before {
+  content: '';
+  width: 24px;
+  height: 2px;
+  background: var(--red);
+}
+.hero h1 {
+  font-size: 56px;
+  font-weight: 700;
+  letter-spacing: -2px;
+  margin-bottom: 24px;
+  line-height: 1.05;
+}
+.hero p {
+  font-size: 17px;
+  color: var(--text-body);
+  line-height: 1.7;
+  margin-bottom: 40px;
+  max-width: 500px;
+}
+.hero-actions { display: flex; gap: 0; }
+.hero-actions .btn-dark { border-right: none; }
+
+.hero-right {
+  display: flex;
+  flex-direction: column;
+  gap: 16px;
+  animation: slideIn 0.5s ease 0.15s both;
+}
+.hero-fact {
+  padding: 24px;
+  border: 1px solid var(--border);
+  background: var(--bg-warm);
+}
+.hero-fact-number {
+  font-family: 'IBM Plex Mono', monospace;
+  font-size: 36px;
+  font-weight: 700;
+  color: var(--text-black);
+  margin-bottom: 4px;
+}
+.hero-fact-text {
+  font-size: 14px;
+  color: var(--text-muted);
+}
+.hero-fact.accent {
+  background: var(--text-black);
+  border-color: var(--text-black);
+}
+.hero-fact.accent .hero-fact-number { color: var(--red); }
+.hero-fact.accent .hero-fact-text { color: rgba(255,255,255,0.5); }
+
+/* -- Principles Bar -- */
+.principles {
+  display: grid;
+  grid-template-columns: repeat(4, 1fr);
+  border-bottom: 1px solid var(--border);
+}
+.principle {
+  padding: 36px 32px;
+  border-right: 1px solid var(--border);
+}
+.principle:last-child { border-right: none; }
+.principle-num {
+  font-family: 'IBM Plex Mono', monospace;
+  font-size: 11px;
+  font-weight: 600;
+  color: var(--red);
+  margin-bottom: 12px;
+  letter-spacing: 0.05em;
+}
+.principle h3 {
+  font-size: 16px;
+  font-weight: 600;
+  margin-bottom: 8px;
+}
+.principle p {
+  font-size: 13px;
+  color: var(--text-muted);
+  line-height: 1.6;
+}
+
+/* -- Features -- */
+.features {
+  padding: 80px 56px;
+  max-width: 1200px;
+  margin: 0 auto;
+}
+.section-header {
+  margin-bottom: 56px;
+  display: grid;
+  grid-template-columns: 1fr 1fr;
+  gap: 40px;
+  align-items: end;
+}
+.section-header h2 {
+  font-size: 36px;
+  letter-spacing: -1px;
+}
+.section-header p {
+  font-size: 15px;
+  color: var(--text-body);
+  line-height: 1.7;
+}
+.features-grid {
+  display: grid;
+  grid-template-columns: repeat(3, 1fr);
+  gap: 0;
+  border: 1px solid var(--border);
+}
+.feature-cell {
+  padding: 32px;
+  border-right: 1px solid var(--border);
+  border-bottom: 1px solid var(--border);
+  transition: background 0.2s;
+}
+.feature-cell:nth-child(3n) { border-right: none; }
+.feature-cell:nth-child(n+4) { border-bottom: none; }
+.feature-cell:hover { background: var(--bg-light); }
+.feature-label {
+  font-family: 'IBM Plex Mono', monospace;
+  font-size: 10px;
+  font-weight: 600;
+  letter-spacing: 0.1em;
+  text-transform: uppercase;
+  color: var(--red);
+  margin-bottom: 12px;
+}
+.feature-cell h3 {
+  font-size: 16px;
+  margin-bottom: 8px;
+}
+.feature-cell p {
+  font-size: 13px;
+  color: var(--text-muted);
+  line-height: 1.6;
+}
+
+/* -- CTA -- */
+.cta-section {
+  padding: 0 56px 80px;
+}
+.cta-box {
+  max-width: 1200px;
+  margin: 0 auto;
+  padding: 64px;
+  background: var(--bg-dark);
+  display: grid;
+  grid-template-columns: 1fr auto;
+  gap: 40px;
+  align-items: center;
+}
+.cta-box h2 {
+  font-size: 32px;
+  color: var(--text-inverse);
+  letter-spacing: -0.5px;
+}
+.cta-box p {
+  font-size: 15px;
+  color: rgba(255,255,255,0.4);
+  margin-top: 8px;
+}
+.btn-red {
+  font-family: 'IBM Plex Sans', sans-serif;
+  font-size: 14px;
+  font-weight: 600;
+  padding: 14px 36px;
+  border: none;
+  background: var(--red);
+  color: #fff;
+  cursor: pointer;
+  white-space: nowrap;
+  transition: all 0.2s;
+}
+.btn-red:hover { opacity: 0.9; }
+
+.landing-footer {
+  padding: 32px 56px;
+  display: flex;
+  justify-content: space-between;
+  align-items: center;
+  border-top: 2px solid var(--text-black);
+  font-family: 'IBM Plex Mono', monospace;
+  font-size: 11px;
+  color: var(--text-muted);
+}
+.footer-links { display: flex; gap: 24px; }
+.footer-links a { color: var(--text-muted); text-decoration: none; }
+.footer-links a:hover { color: var(--text-black); }
+
+/* ===== DASHBOARD ===== */
+
+.dashboard-layout {
+  display: flex;
+  min-height: 100vh;
+  background: var(--bg-light);
+}
+
+.sidebar {
+  width: 248px;
+  min-width: 248px;
+  background: var(--bg-dark);
+  display: flex;
+  flex-direction: column;
+  height: 100vh;
+  position: sticky;
+  top: 0;
+}
+.sidebar-brand {
+  padding: 20px;
+  border-bottom: 1px solid rgba(255,255,255,0.08);
+}
+.sidebar-brand h2 {
+  font-family: 'IBM Plex Mono', monospace;
+  font-size: 16px;
+  font-weight: 700;
+  color: var(--text-inverse);
+  letter-spacing: -0.5px;
+}
+.sidebar-brand .red { color: var(--red); }
+.sidebar-user {
+  display: flex;
+  align-items: center;
+  gap: 10px;
+  padding: 16px 20px;
+  border-bottom: 1px solid rgba(255,255,255,0.08);
+}
+.user-avatar {
+  width: 32px;
+  height: 32px;
+  background: var(--red);
+  color: #fff;
+  display: flex;
+  align-items: center;
+  justify-content: center;
+  font-family: 'IBM Plex Mono', monospace;
+  font-size: 11px;
+  font-weight: 700;
+}
+.user-name { font-size: 13px; font-weight: 600; color: var(--text-inverse); }
+.user-email { font-size: 11px; color: rgba(255,255,255,0.3); }
+.sidebar-nav {
+  flex: 1;
+  padding: 12px 8px;
+}
+.nav-section {
+  font-family: 'IBM Plex Mono', monospace;
+  font-size: 10px;
+  font-weight: 600;
+  letter-spacing: 0.12em;
+  text-transform: uppercase;
+  color: rgba(255,255,255,0.2);
+  padding: 16px 14px 6px;
+}
+.nav-item {
+  display: flex;
+  align-items: center;
+  gap: 10px;
+  padding: 8px 14px;
+  font-size: 13px;
+  font-weight: 500;
+  color: rgba(255,255,255,0.4);
+  cursor: pointer;
+  transition: all 0.12s;
+  text-decoration: none;
+  border-left: 2px solid transparent;
+}
+.nav-item:hover { color: rgba(255,255,255,0.7); background: rgba(255,255,255,0.03); }
+.nav-item.active {
+  color: #fff;
+  border-left-color: var(--red);
+  background: rgba(255,255,255,0.05);
+  font-weight: 600;
+}
+.sidebar-footer {
+  padding: 14px 20px;
+  border-top: 1px solid rgba(255,255,255,0.08);
+  font-family: 'IBM Plex Mono', monospace;
+  font-size: 10px;
+  color: rgba(255,255,255,0.2);
+}
+
+.main-content {
+  flex: 1;
+  padding: 32px 40px;
+  min-width: 0;
+}
+.page-header {
+  display: flex;
+  justify-content: space-between;
+  align-items: flex-start;
+  margin-bottom: 28px;
+  padding-bottom: 20px;
+  border-bottom: 2px solid var(--text-black);
+}
+.page-title { font-size: 24px; letter-spacing: -0.5px; }
+.page-subtitle {
+  font-family: 'IBM Plex Mono', monospace;
+  font-size: 12px;
+  color: var(--text-muted);
+  margin-top: 4px;
+}
+
+/* -- Stats -- */
+.stats-row {
+  display: grid;
+  grid-template-columns: repeat(4, 1fr);
+  gap: 0;
+  margin-bottom: 28px;
+  border: 1px solid var(--border);
+  background: var(--bg-white);
+}
+.stat-cell {
+  padding: 24px;
+  border-right: 1px solid var(--border);
+}
+.stat-cell:last-child { border-right: none; }
+.stat-label {
+  font-family: 'IBM Plex Mono', monospace;
+  font-size: 10px;
+  font-weight: 600;
+  letter-spacing: 0.1em;
+  text-transform: uppercase;
+  color: var(--text-muted);
+  margin-bottom: 8px;
+}
+.stat-value {
+  font-family: 'IBM Plex Mono', monospace;
+  font-size: 28px;
+  font-weight: 700;
+  color: var(--text-black);
+}
+.stat-bar {
+  height: 3px;
+  background: var(--border);
+  margin-top: 12px;
+}
+.stat-bar-fill {
+  height: 100%;
+  background: var(--red);
+}
+
+/* -- Content -- */
+.content-grid {
+  display: grid;
+  grid-template-columns: 5fr 3fr;
+  gap: 0;
+}
+.card {
+  background: var(--bg-white);
+  border: 1px solid var(--border);
+  padding: 24px;
+}
+.card + .card { border-left: none; }
+.card-header {
+  display: flex;
+  justify-content: space-between;
+  align-items: center;
+  margin-bottom: 20px;
+  padding-bottom: 12px;
+  border-bottom: 1px solid var(--border);
+}
+.card-title {
+  font-size: 14px;
+  font-weight: 600;
+  text-transform: uppercase;
+  letter-spacing: 0.03em;
+}
+.card-badge {
+  font-family: 'IBM Plex Mono', monospace;
+  font-size: 10px;
+  font-weight: 600;
+  padding: 3px 10px;
+  background: var(--red-muted);
+  color: var(--red);
+  border: 1px solid var(--red-border);
+}
+
+.data-table {
+  width: 100%;
+  border-collapse: collapse;
+}
+.data-table th {
+  font-family: 'IBM Plex Mono', monospace;
+  font-size: 10px;
+  font-weight: 600;
+  letter-spacing: 0.1em;
+  text-transform: uppercase;
+  color: var(--text-muted);
+  text-align: left;
+  padding: 8px 0;
+  border-bottom: 2px solid var(--text-black);
+}
+.data-table td {
+  font-family: 'IBM Plex Mono', monospace;
+  font-size: 12px;
+  padding: 12px 0;
+  border-bottom: 1px solid var(--border);
+  color: var(--text-dark);
+}
+.data-table tr:last-child td { border-bottom: none; }
+.data-table tr:hover { background: var(--bg-light); }
+.model-mono {
+  font-weight: 600;
+  color: var(--text-black);
+}
+.status-indicator {
+  display: inline-flex;
+  align-items: center;
+  gap: 6px;
+  font-size: 11px;
+}
+.status-dot {
+  width: 6px;
+  height: 6px;
+}
+.status-dot.on { background: var(--green); }
+.status-dot.off { background: var(--text-light); }
+
+/* -- Member List -- */
+.member-row {
+  display: flex;
+  align-items: center;
+  gap: 12px;
+  padding: 14px 0;
+  border-bottom: 1px solid var(--border);
+}
+.member-row:last-child { border-bottom: none; }
+.member-initial {
+  width: 28px;
+  height: 28px;
+  background: var(--bg-dark);
+  color: var(--text-inverse);
+  display: flex;
+  align-items: center;
+  justify-content: center;
+  font-family: 'IBM Plex Mono', monospace;
+  font-size: 10px;
+  font-weight: 700;
+}
+.member-name { font-size: 13px; font-weight: 600; color: var(--text-black); }
+.member-email { font-size: 11px; color: var(--text-muted); }
+.member-role {
+  margin-left: auto;
+  font-family: 'IBM Plex Mono', monospace;
+  font-size: 10px;
+  font-weight: 600;
+  text-transform: uppercase;
+  letter-spacing: 0.06em;
+  color: var(--text-muted);
+}
+
+@keyframes slideIn {
+  from { opacity: 0; transform: translateX(-12px); }
+  to { opacity: 1; transform: translateX(0); }
+}
+</style>
+</head>
+<body>
+
+<div class="view-switcher">
+  <button class="active" onclick="showView('landing')">LANDING</button>
+  <button onclick="showView('dashboard')">DASHBOARD</button>
+</div>
+
+<!-- ===== LANDING ===== -->
+<div id="landing" class="view active">
+  <nav class="landing-nav">
+    <div class="nav-logo">CERTIF<span class="red">AI</span></div>
+    <ul class="nav-links">
+      <li><a href="#">Principles</a></li>
+      <li><a href="#">Capabilities</a></li>
+      <li><a href="#">Pricing</a></li>
+      <li><a href="#">Documentation</a></li>
+    </ul>
+    <div class="nav-cta">
+      <button class="btn-bordered">Sign In</button>
+      <button class="btn-dark">Deploy Now</button>
+    </div>
+  </nav>
+
+  <section class="hero">
+    <div class="hero-text">
+      <div class="hero-label">Private AI Infrastructure</div>
+      <h1>AI that answers<br>only to you.</h1>
+      <p>Sovereign generative AI infrastructure for organizations that treat data protection as non-negotiable. Deploy on your terms, inside your perimeter.</p>
+      <div class="hero-actions">
+        <button class="btn-dark">Request Access</button>
+        <button class="btn-bordered">Read Documentation</button>
+      </div>
+    </div>
+    <div class="hero-right">
+      <div class="hero-fact">
+        <div class="hero-fact-number">100%</div>
+        <div class="hero-fact-text">On-premise deployment. No data egress.</div>
+      </div>
+      <div class="hero-fact accent">
+        <div class="hero-fact-number">GDPR</div>
+        <div class="hero-fact-text">Article 28 compliant by architecture.</div>
+      </div>
+      <div class="hero-fact">
+        <div class="hero-fact-number">&lt;30min</div>
+        <div class="hero-fact-text">Full deployment including SSO and models.</div>
+      </div>
+    </div>
+  </section>
+
+  <div class="principles">
+    <div class="principle">
+      <div class="principle-num">01</div>
+      <h3>Data Sovereignty</h3>
+      <p>Your data never leaves your infrastructure. No telemetry, no third-party calls.</p>
+    </div>
+    <div class="principle">
+      <div class="principle-num">02</div>
+      <h3>Full Control</h3>
+      <p>Choose your models, set your policies, define your access rules.</p>
+    </div>
+    <div class="principle">
+      <div class="principle-num">03</div>
+      <h3>Transparency</h3>
+      <p>Every token tracked, every cost attributed, every trace logged.</p>
+    </div>
+    <div class="principle">
+      <div class="principle-num">04</div>
+      <h3>EU-Native</h3>
+      <p>Designed in Germany for EU compliance. No US-dependent services.</p>
+    </div>
+  </div>
+
+  <section class="features">
+    <div class="section-header">
+      <h2>Capabilities</h2>
+      <p>A complete platform for operating AI infrastructure at enterprise scale. Every component self-hosted, every interface yours to configure.</p>
+    </div>
+    <div class="features-grid">
+      <div class="feature-cell">
+        <div class="feature-label">ROUTING</div>
+        <h3>LLM Gateway</h3>
+        <p>LiteLLM proxy for unified multi-provider access through a single endpoint.</p>
+      </div>
+      <div class="feature-cell">
+        <div class="feature-label">ORCHESTRATION</div>
+        <h3>Agent Platform</h3>
+        <p>LangGraph for autonomous agents. LangFlow for visual workflow design.</p>
+      </div>
+      <div class="feature-cell">
+        <div class="feature-label">OBSERVABILITY</div>
+        <h3>Analytics</h3>
+        <p>Langfuse integration for tracing, cost tracking, and prompt versioning.</p>
+      </div>
+      <div class="feature-cell">
+        <div class="feature-label">IDENTITY</div>
+        <h3>SSO & RBAC</h3>
+        <p>Keycloak with SAML, OIDC, LDAP. Fine-grained role-based access control.</p>
+      </div>
+      <div class="feature-cell">
+        <div class="feature-label">INTEGRATION</div>
+        <h3>MCP & APIs</h3>
+        <p>Model Context Protocol servers and REST APIs for tool-augmented AI.</p>
+      </div>
+      <div class="feature-cell">
+        <div class="feature-label">MANAGEMENT</div>
+        <h3>Admin Dashboard</h3>
+        <p>Billing, team management, usage monitoring, and system configuration.</p>
+      </div>
+    </div>
+  </section>
+
+  <section class="cta-section">
+    <div class="cta-box">
+      <div>
+        <h2>Ready to deploy?</h2>
+        <p>Full operational AI stack. Under 30 minutes. No external dependencies.</p>
+      </div>
+      <button class="btn-red">Request Access</button>
+    </div>
+  </section>
+
+  <footer class="landing-footer">
+    <span>&copy; 2026 CERTifAI GmbH. Handelsregister HRB XXXXX.</span>
+    <div class="footer-links">
+      <a href="#">Datenschutz</a>
+      <a href="#">Impressum</a>
+      <a href="#">AGB</a>
+    </div>
+  </footer>
+</div>
+
+<!-- ===== DASHBOARD ===== -->
+<div id="dashboard" class="view">
+  <div class="dashboard-layout">
+    <aside class="sidebar">
+      <div class="sidebar-brand"><h2>CERTIF<span class="red">AI</span></h2></div>
+      <div class="sidebar-user">
+        <div class="user-avatar">MM</div>
+        <div>
+          <div class="user-name">Max Mustermann</div>
+          <div class="user-email">max@company.de</div>
+        </div>
+      </div>
+      <nav class="sidebar-nav">
+        <div class="nav-section">Core</div>
+        <a class="nav-item active">&#9632; Dashboard</a>
+        <a class="nav-item">&#9674; Providers</a>
+        <a class="nav-item">&#9993; Chat</a>
+        <div class="nav-section">Developer</div>
+        <a class="nav-item">&#10070; Agents</a>
+        <a class="nav-item">&#10697; Workflows</a>
+        <a class="nav-item">&#9776; Analytics</a>
+        <div class="nav-section">Organization</div>
+        <a class="nav-item">&#9733; Billing</a>
+        <a class="nav-item">&#9823; Members</a>
+      </nav>
+      <div class="sidebar-footer">CERTifAI v0.1.0</div>
+    </aside>
+
+    <main class="main-content">
+      <div class="page-header">
+        <div>
+          <h1 class="page-title">Dashboard</h1>
+          <p class="page-subtitle">System overview / February 2026</p>
+        </div>
+        <button class="btn-dark">+ New Search</button>
+      </div>
+
+      <div class="stats-row">
+        <div class="stat-cell">
+          <div class="stat-label">Total Spend</div>
+          <div class="stat-value">$47.82</div>
+          <div class="stat-bar"><div class="stat-bar-fill" style="width:48%"></div></div>
+        </div>
+        <div class="stat-cell">
+          <div class="stat-label">Tokens Used</div>
+          <div class="stat-value">847K</div>
+          <div class="stat-bar"><div class="stat-bar-fill" style="width:85%"></div></div>
+        </div>
+        <div class="stat-cell">
+          <div class="stat-label">Active Models</div>
+          <div class="stat-value">5</div>
+          <div class="stat-bar"><div class="stat-bar-fill" style="width:100%"></div></div>
+        </div>
+        <div class="stat-cell">
+          <div class="stat-label">Team Seats</div>
+          <div class="stat-value">4/25</div>
+          <div class="stat-bar"><div class="stat-bar-fill" style="width:16%"></div></div>
+        </div>
+      </div>
+
+      <div class="content-grid">
+        <div class="card">
+          <div class="card-header">
+            <div class="card-title">Model Usage</div>
+            <span class="card-badge">CURRENT MONTH</span>
+          </div>
+          <table class="data-table">
+            <thead>
+              <tr><th>Model</th><th>Tokens</th><th>Spend</th><th>Status</th></tr>
+            </thead>
+            <tbody>
+              <tr>
+                <td><span class="model-mono">Qwen3-Coder-30B</span></td>
+                <td>342,000</td>
+                <td>$18.40</td>
+                <td><span class="status-indicator"><span class="status-dot on"></span>Active</span></td>
+              </tr>
+              <tr>
+                <td><span class="model-mono">Llama-3.1-70B</span></td>
+                <td>285,000</td>
+                <td>$15.20</td>
+                <td><span class="status-indicator"><span class="status-dot on"></span>Active</span></td>
+              </tr>
+              <tr>
+                <td><span class="model-mono">Mistral-7B</span></td>
+                <td>120,000</td>
+                <td>$8.42</td>
+                <td><span class="status-indicator"><span class="status-dot on"></span>Active</span></td>
+              </tr>
+              <tr>
+                <td><span class="model-mono">Gemma-2-9B</span></td>
+                <td>65,000</td>
+                <td>$3.80</td>
+                <td><span class="status-indicator"><span class="status-dot on"></span>Active</span></td>
+              </tr>
+              <tr>
+                <td><span class="model-mono">Phi-3-mini</span></td>
+                <td>35,000</td>
+                <td>$2.00</td>
+                <td><span class="status-indicator"><span class="status-dot off"></span>Idle</span></td>
+              </tr>
+            </tbody>
+          </table>
+        </div>
+
+        <div class="card">
+          <div class="card-header">
+            <div class="card-title">Team</div>
+          </div>
+          <div class="member-row">
+            <div class="member-initial">MM</div>
+            <div>
+              <div class="member-name">Max Mustermann</div>
+              <div class="member-email">max@company.de</div>
+            </div>
+            <span class="member-role">Admin</span>
+          </div>
+          <div class="member-row">
+            <div class="member-initial">EM</div>
+            <div>
+              <div class="member-name">Erika Musterfrau</div>
+              <div class="member-email">erika@company.de</div>
+            </div>
+            <span class="member-role">Member</span>
+          </div>
+          <div class="member-row">
+            <div class="member-initial">JS</div>
+            <div>
+              <div class="member-name">Johann Schmidt</div>
+              <div class="member-email">johann@company.de</div>
+            </div>
+            <span class="member-role">Member</span>
+          </div>
+          <div class="member-row">
+            <div class="member-initial">AW</div>
+            <div>
+              <div class="member-name">Anna Weber</div>
+              <div class="member-email">anna@company.de</div>
+            </div>
+            <span class="member-role">Viewer</span>
+          </div>
+        </div>
+      </div>
+    </main>
+  </div>
+</div>
+
+<script>
+function showView(id) {
+  document.querySelectorAll('.view').forEach(v => v.classList.remove('active'));
+  document.querySelectorAll('.view-switcher button').forEach(b => b.classList.remove('active'));
+  document.getElementById(id).classList.add('active');
+  event.target.classList.add('active');
+}
+</script>
+</body>
+</html>
--- a/design-templates/screenshots/01-nordic-frost-dashboard.png
+++ b/design-templates/screenshots/01-nordic-frost-dashboard.png
--- a/design-templates/screenshots/01-nordic-frost-landing.png
+++ b/design-templates/screenshots/01-nordic-frost-landing.png
--- a/design-templates/screenshots/02-cyber-command-dashboard.png
+++ b/design-templates/screenshots/02-cyber-command-dashboard.png
--- a/design-templates/screenshots/02-cyber-command-landing.png
+++ b/design-templates/screenshots/02-cyber-command-landing.png
--- a/design-templates/screenshots/03-warm-studio-dashboard.png
+++ b/design-templates/screenshots/03-warm-studio-dashboard.png
--- a/design-templates/screenshots/03-warm-studio-landing.png
+++ b/design-templates/screenshots/03-warm-studio-landing.png
--- a/design-templates/screenshots/04-glass-aurora-dashboard.png
+++ b/design-templates/screenshots/04-glass-aurora-dashboard.png
--- a/design-templates/screenshots/04-glass-aurora-landing.png
+++ b/design-templates/screenshots/04-glass-aurora-landing.png
--- a/design-templates/screenshots/05-swiss-grid-dashboard.png
+++ b/design-templates/screenshots/05-swiss-grid-dashboard.png
--- a/design-templates/screenshots/05-swiss-grid-landing.png
+++ b/design-templates/screenshots/05-swiss-grid-landing.png
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -55,6 +55,8 @@ services:
      mongo:
        condition: service_started
    environment:
+      # LiteLLM API key (used by librechat.yaml endpoint config)
+      LITELLM_API_KEY: ${LITELLM_API_KEY:-}
      # MongoDB (use localhost since we're on host network)
      MONGO_URI: mongodb://root:example@localhost:27017/librechat?authSource=admin
      DOMAIN_CLIENT: http://localhost:3080
@@ -70,7 +72,6 @@ services:
      OPENID_CALLBACK_URL: /oauth/openid/callback
      OPENID_SCOPE: openid profile email
      OPENID_BUTTON_LABEL: Login with CERTifAI
-      OPENID_AUTH_EXTRA_PARAMS: prompt=none
      # Disable local auth (SSO only)
      ALLOW_EMAIL_LOGIN: "false"
      ALLOW_REGISTRATION: "false"
--- a/librechat/librechat.yaml
+++ b/librechat/librechat.yaml
@@ -1,5 +1,5 @@
 # CERTifAI LibreChat Configuration
-# Ollama backend for self-hosted LLM inference.
+# LiteLLM proxy for unified multi-provider LLM access.
 version: 1.2.8

 cache: true
@@ -19,22 +19,16 @@ interface:

 endpoints:
  custom:
-    - name: "Ollama"
-      apiKey: "ollama"
-      baseURL: "https://mac-mini-von-benjamin-2:11434/v1/"
+    - name: "LiteLLM"
+      apiKey: "${LITELLM_API_KEY}"
+      baseURL: "https://llm-dev.meghsakha.com/v1/"
      models:
        default:
-          - "llama3.1:8b"
-          - "qwen3:30b-a3b"
+          - "Qwen3-Coder-30B-A3B-Instruct"
        fetch: true
      titleConvo: true
      titleModel: "current_model"
      summarize: false
      summaryModel: "current_model"
      forcePrompt: false
-      modelDisplayLabel: "CERTifAI Ollama"
-      dropParams:
-        - stop
-        - user
-        - frequency_penalty
-        - presence_penalty
+      modelDisplayLabel: "CERTifAI LiteLLM"
--- a/src/app.rs
+++ b/src/app.rs
@@ -49,10 +49,10 @@ const MAIN_CSS: Asset = asset!("/assets/main.css");
 const TAILWIND_CSS: Asset = asset!("/assets/tailwind.css");
 const MANIFEST: Asset = asset!("/assets/manifest.json");

-/// Google Fonts URL for Inter (body) and Space Grotesk (headings).
+/// Google Fonts URL for Literata (body) and Sora (headings).
 const GOOGLE_FONTS: &str = "https://fonts.googleapis.com/css2?\
-    family=Inter:wght@400;500;600&\
-    family=Space+Grotesk:wght@500;600;700&\
+    family=Sora:wght@300;400;500;600;700;800&\
+    family=Literata:ital,opsz,wght@0,7..72,400;0,7..72,500;0,7..72,600;0,7..72,700;1,7..72,400&\
    display=swap";

 /// Root application component. Loads global assets and mounts the router.
@@ -85,14 +85,14 @@ pub fn App() -> Element {
            src: "https://seggwat.com/static/widgets/v1/seggwat-feedback.js",
            r#defer: true,
            "data-project-key": "a04b8cf1-9177-42ce-8a7b-084f38b99799",
-            "data-button-color": "#6d85c6",
+            "data-button-color": "#8b5cf6",
            "data-button-position": "right-side",
            "data-enable-screenshots": "true",
        }

        document::Link { rel: "icon", href: FAVICON }
        document::Link { rel: "manifest", href: MANIFEST }
-        document::Meta { name: "theme-color", content: "#4B3FE0" }
+        document::Meta { name: "theme-color", content: "#0c0a1d" }
        document::Meta { name: "apple-mobile-web-app-capable", content: "yes" }
        document::Meta {
            name: "apple-mobile-web-app-status-bar-style",
--- a/src/components/app_shell.rs
+++ b/src/components/app_shell.rs
@@ -76,6 +76,7 @@ pub fn AppShell() -> Element {
                        name: info.name,
                        avatar_url: info.avatar_url,
                        librechat_url: info.librechat_url,
+                        compliance_scanner_url: info.compliance_scanner_url,
                        class: sidebar_cls,
                        on_nav: move |_| mobile_menu_open.set(false),
                    }
--- a/src/components/dashboard_sidebar.rs
+++ b/src/components/dashboard_sidebar.rs
@@ -1,9 +1,9 @@
 use dioxus::prelude::*;

 use crate::i18n::{t, Locale};
-use crate::infrastructure::ollama::{get_ollama_status, OllamaStatus};
+use crate::infrastructure::litellm::{get_litellm_status, LitellmStatus};

-/// Right sidebar for the dashboard, showing Ollama status, trending topics,
+/// Right sidebar for the dashboard, showing LiteLLM status, trending topics,
 /// and recent search history.
 ///
 /// Appears when no article card is selected. Disappears when the user opens
@@ -11,13 +11,13 @@ use crate::infrastructure::ollama::{get_ollama_status, OllamaStatus};
 ///
 /// # Props
 ///
-/// * `ollama_url` - Ollama instance URL for status polling
+/// * `litellm_url` - LiteLLM proxy URL for status polling
 /// * `trending` - Trending topic keywords extracted from recent news headlines
 /// * `recent_searches` - Recent search topics stored in localStorage
 /// * `on_topic_click` - Fires when a trending or recent topic is clicked
 #[component]
 pub fn DashboardSidebar(
-    ollama_url: String,
+    litellm_url: String,
    trending: Vec<String>,
    recent_searches: Vec<String>,
    on_topic_click: EventHandler<String>,
@@ -25,26 +25,26 @@ pub fn DashboardSidebar(
    let locale = use_context::<Signal<Locale>>();
    let l = *locale.read();

-    // Fetch Ollama status once on mount.
+    // Fetch LiteLLM status once on mount.
    // use_resource with no signal dependencies runs exactly once and
    // won't re-fire on parent re-renders (unlike use_effect).
-    let url = ollama_url.clone();
+    let url = litellm_url.clone();
    let status_resource = use_resource(move || {
        let u = url.clone();
        async move {
-            get_ollama_status(u).await.unwrap_or(OllamaStatus {
+            get_litellm_status(u).await.unwrap_or(LitellmStatus {
                online: false,
                models: Vec::new(),
            })
        }
    });

-    let current_status: OllamaStatus =
+    let current_status: LitellmStatus =
        status_resource
            .read()
            .as_ref()
            .cloned()
-            .unwrap_or(OllamaStatus {
+            .unwrap_or(LitellmStatus {
                online: false,
                models: Vec::new(),
            });
@@ -52,9 +52,9 @@ pub fn DashboardSidebar(
    rsx! {
        aside { class: "dashboard-sidebar",

-            // -- Ollama Status Section --
+            // -- LiteLLM Status Section --
            div { class: "sidebar-section",
-                h4 { class: "sidebar-section-title", "{t(l, \"dashboard.ollama_status\")}" }
+                h4 { class: "sidebar-section-title", "{t(l, \"dashboard.litellm_status\")}" }
                div { class: "sidebar-status-row",
                    span { class: if current_status.online { "sidebar-status-dot sidebar-status-dot--online" } else { "sidebar-status-dot sidebar-status-dot--offline" } }
                    span { class: "sidebar-status-label",
--- a/src/components/news_card.rs
+++ b/src/components/news_card.rs
@@ -112,12 +112,12 @@ pub fn mock_news() -> Vec<NewsCardModel> {
            published_at: "2026-02-16".into(),
        },
        NewsCardModel {
-            title: "Ollama Adds Multi-GPU Scheduling".into(),
-            source: "Ollama".into(),
-            summary: "Run large models across multiple GPUs with automatic sharding.".into(),
-            content: "Ollama now supports multi-GPU scheduling with automatic \
-                model sharding. Users can run models across multiple GPUs \
-                for improved inference performance."
+            title: "LiteLLM Adds Multi-Provider Routing".into(),
+            source: "LiteLLM".into(),
+            summary: "Route requests across multiple LLM providers with automatic fallback.".into(),
+            content: "LiteLLM now supports multi-provider routing with automatic \
+                fallback. Users can route requests across multiple providers \
+                for improved reliability and cost optimization."
                .into(),
            category: "Infrastructure".into(),
            url: "#".into(),
--- a/src/components/sidebar.rs
+++ b/src/components/sidebar.rs
@@ -1,7 +1,7 @@
 use dioxus::prelude::*;
 use dioxus_free_icons::icons::bs_icons::{
    BsBoxArrowRight, BsBuilding, BsChatDots, BsCloudArrowUp, BsCodeSlash, BsGithub, BsGlobe2,
-    BsGrid, BsHouseDoor, BsMoonFill, BsSunFill,
+    BsGrid, BsHouseDoor, BsMoonFill, BsShieldCheck, BsSunFill,
 };
 use dioxus_free_icons::Icon;

@@ -44,13 +44,14 @@ pub fn Sidebar(
    email: String,
    avatar_url: String,
    #[props(default = "http://localhost:3080".to_string())] librechat_url: String,
+    #[props(default)] compliance_scanner_url: String,
    #[props(default = "sidebar".to_string())] class: String,
    #[props(default)] on_nav: EventHandler<()>,
 ) -> Element {
    let locale = use_context::<Signal<Locale>>();
    let locale_val = *locale.read();

-    let nav_items: Vec<NavItem> = vec![
+    let mut nav_items: Vec<NavItem> = vec![
        NavItem {
            key: "dashboard",
            label: t(locale_val, "nav.dashboard"),
@@ -84,6 +85,16 @@ pub fn Sidebar(
        },
    ];

+    // Only show the compliance scanner link when a URL is configured.
+    if !compliance_scanner_url.is_empty() {
+        nav_items.push(NavItem {
+            key: "compliance",
+            label: t(locale_val, "nav.compliance"),
+            target: NavTarget::External(compliance_scanner_url.clone()),
+            icon: rsx! { Icon { icon: BsShieldCheck, width: 18, height: 18 } },
+        });
+    }
+
    // Determine current path to highlight the active nav link.
    let current_route = use_route::<Route>();
    let logout_label = t(locale_val, "common.logout");
--- a/src/infrastructure/auth_check.rs
+++ b/src/infrastructure/auth_check.rs
@@ -35,6 +35,7 @@ pub async fn check_auth() -> Result<AuthInfo, ServerFnError> {
            let langgraph_url = state.services.langgraph_url.clone();
            let langflow_url = state.services.langflow_url.clone();
            let langfuse_url = state.services.langfuse_url.clone();
+            let compliance_scanner_url = state.services.compliance_scanner_url.clone();

            Ok(AuthInfo {
                authenticated: true,
@@ -46,6 +47,7 @@ pub async fn check_auth() -> Result<AuthInfo, ServerFnError> {
                langgraph_url,
                langflow_url,
                langfuse_url,
+                compliance_scanner_url,
            })
        }
        None => Ok(AuthInfo::default()),
--- a/src/infrastructure/chat.rs
+++ b/src/infrastructure/chat.rs
@@ -134,7 +134,7 @@ pub async fn list_chat_sessions() -> Result<Vec<ChatSession>, ServerFnError> {
 ///
 /// * `title` - Display title for the session
 /// * `namespace` - Namespace string: `"General"` or `"News"`
-/// * `provider` - LLM provider name (e.g. "ollama")
+/// * `provider` - LLM provider name (e.g. "litellm")
 /// * `model` - Model ID (e.g. "llama3.1:8b")
 /// * `article_url` - Source article URL (only for `News` namespace, empty if none)
 ///
@@ -441,8 +441,8 @@ pub async fn chat_complete(

    // Resolve provider URL and model
    let (base_url, model) = resolve_provider_url(
-        &state.services.ollama_url,
-        &state.services.ollama_model,
+        &state.services.litellm_url,
+        &state.services.litellm_model,
        &session.provider,
        &session.model,
    );
@@ -485,22 +485,22 @@ pub async fn chat_complete(
        .ok_or_else(|| ServerFnError::new("empty LLM response"))
 }

-/// Resolve the base URL for a provider, falling back to Ollama defaults.
+/// Resolve the base URL for a provider, falling back to LiteLLM defaults.
 ///
 /// # Arguments
 ///
-/// * `ollama_url` - Default Ollama base URL from config
-/// * `ollama_model` - Default Ollama model from config
+/// * `litellm_url` - Default LiteLLM base URL from config
+/// * `litellm_model` - Default LiteLLM model from config
 /// * `provider` - Provider name (e.g. "openai", "anthropic", "huggingface")
-/// * `model` - Model ID (may be empty for Ollama default)
+/// * `model` - Model ID (may be empty for LiteLLM default)
 ///
 /// # Returns
 ///
 /// A `(base_url, model)` tuple resolved for the given provider.
 #[cfg(feature = "server")]
 pub(crate) fn resolve_provider_url(
-    ollama_url: &str,
-    ollama_model: &str,
+    litellm_url: &str,
+    litellm_model: &str,
    provider: &str,
    model: &str,
 ) -> (String, String) {
@@ -511,11 +511,11 @@ pub(crate) fn resolve_provider_url(
            format!("https://api-inference.huggingface.co/models/{}", model),
            model.to_string(),
        ),
-        // Default to Ollama
+        // Default to LiteLLM
        _ => (
-            ollama_url.to_string(),
+            litellm_url.to_string(),
            if model.is_empty() {
-                ollama_model.to_string()
+                litellm_model.to_string()
            } else {
                model.to_string()
            },
@@ -595,7 +595,7 @@ mod tests {
                "_id": oid,
                "user_sub": "u",
                "title": "t",
-                "provider": "ollama",
+                "provider": "litellm",
                "model": "m",
                "created_at": "c",
                "updated_at": "u",
@@ -612,7 +612,7 @@ mod tests {
                "user_sub": "u",
                "title": "t",
                "namespace": "News",
-                "provider": "ollama",
+                "provider": "litellm",
                "model": "m",
                "created_at": "c",
                "updated_at": "u",
@@ -684,13 +684,13 @@ mod tests {

        // -- resolve_provider_url --

-        const TEST_OLLAMA_URL: &str = "http://localhost:11434";
-        const TEST_OLLAMA_MODEL: &str = "llama3.1:8b";
+        const TEST_LITELLM_URL: &str = "http://localhost:4000";
+        const TEST_LITELLM_MODEL: &str = "qwen3-32b";

        #[test]
        fn resolve_openai_returns_api_openai() {
            let (url, model) =
-                resolve_provider_url(TEST_OLLAMA_URL, TEST_OLLAMA_MODEL, "openai", "gpt-4o");
+                resolve_provider_url(TEST_LITELLM_URL, TEST_LITELLM_MODEL, "openai", "gpt-4o");
            assert_eq!(url, "https://api.openai.com");
            assert_eq!(model, "gpt-4o");
        }
@@ -698,8 +698,8 @@ mod tests {
        #[test]
        fn resolve_anthropic_returns_api_anthropic() {
            let (url, model) = resolve_provider_url(
-                TEST_OLLAMA_URL,
-                TEST_OLLAMA_MODEL,
+                TEST_LITELLM_URL,
+                TEST_LITELLM_MODEL,
                "anthropic",
                "claude-3-opus",
            );
@@ -710,8 +710,8 @@ mod tests {
        #[test]
        fn resolve_huggingface_returns_model_url() {
            let (url, model) = resolve_provider_url(
-                TEST_OLLAMA_URL,
-                TEST_OLLAMA_MODEL,
+                TEST_LITELLM_URL,
+                TEST_LITELLM_MODEL,
                "huggingface",
                "meta-llama/Llama-2-7b",
            );
@@ -723,19 +723,19 @@ mod tests {
        }

        #[test]
-        fn resolve_unknown_defaults_to_ollama() {
+        fn resolve_unknown_defaults_to_litellm() {
            let (url, model) =
-                resolve_provider_url(TEST_OLLAMA_URL, TEST_OLLAMA_MODEL, "ollama", "mistral:7b");
-            assert_eq!(url, TEST_OLLAMA_URL);
-            assert_eq!(model, "mistral:7b");
+                resolve_provider_url(TEST_LITELLM_URL, TEST_LITELLM_MODEL, "litellm", "qwen3-32b");
+            assert_eq!(url, TEST_LITELLM_URL);
+            assert_eq!(model, "qwen3-32b");
        }

        #[test]
        fn resolve_empty_model_falls_back_to_server_default() {
            let (url, model) =
-                resolve_provider_url(TEST_OLLAMA_URL, TEST_OLLAMA_MODEL, "ollama", "");
-            assert_eq!(url, TEST_OLLAMA_URL);
-            assert_eq!(model, TEST_OLLAMA_MODEL);
+                resolve_provider_url(TEST_LITELLM_URL, TEST_LITELLM_MODEL, "litellm", "");
+            assert_eq!(url, TEST_LITELLM_URL);
+            assert_eq!(model, TEST_LITELLM_MODEL);
        }
    }
 }
--- a/src/infrastructure/config.rs
+++ b/src/infrastructure/config.rs
@@ -141,13 +141,15 @@ impl SmtpConfig {
 // ServiceUrls
 // ---------------------------------------------------------------------------

-/// URLs and credentials for external services (Ollama, SearXNG, S3, etc.).
+/// URLs and credentials for external services (LiteLLM, SearXNG, S3, etc.).
 #[derive(Debug)]
 pub struct ServiceUrls {
-    /// Ollama LLM instance base URL.
-    pub ollama_url: String,
-    /// Default Ollama model to use.
-    pub ollama_model: String,
+    /// LiteLLM proxy base URL.
+    pub litellm_url: String,
+    /// Default LiteLLM model to use.
+    pub litellm_model: String,
+    /// LiteLLM API key for authenticated requests.
+    pub litellm_api_key: String,
    /// SearXNG meta-search engine base URL.
    pub searxng_url: String,
    /// LangChain service URL.
@@ -166,6 +168,8 @@ pub struct ServiceUrls {
    pub s3_access_key: String,
    /// S3 secret key (wrapped for debug safety).
    pub s3_secret_key: SecretString,
+    /// Compliance scanner URL (external tool opened in a new tab).
+    pub compliance_scanner_url: String,
 }

 impl ServiceUrls {
@@ -178,9 +182,10 @@ impl ServiceUrls {
    /// Currently infallible but returns `Result` for consistency.
    pub fn from_env() -> Result<Self, Error> {
        Ok(Self {
-            ollama_url: std::env::var("OLLAMA_URL")
-                .unwrap_or_else(|_| "http://localhost:11434".into()),
-            ollama_model: std::env::var("OLLAMA_MODEL").unwrap_or_else(|_| "llama3.1:8b".into()),
+            litellm_url: std::env::var("LITELLM_URL")
+                .unwrap_or_else(|_| "http://localhost:4000".into()),
+            litellm_model: std::env::var("LITELLM_MODEL").unwrap_or_else(|_| "qwen3-32b".into()),
+            litellm_api_key: optional_env("LITELLM_API_KEY"),
            searxng_url: std::env::var("SEARXNG_URL")
                .unwrap_or_else(|_| "http://localhost:8888".into()),
            langchain_url: optional_env("LANGCHAIN_URL"),
@@ -191,6 +196,7 @@ impl ServiceUrls {
            s3_url: optional_env("S3_URL"),
            s3_access_key: optional_env("S3_ACCESS_KEY"),
            s3_secret_key: SecretString::from(optional_env("S3_SECRET_KEY")),
+            compliance_scanner_url: optional_env("COMPLIANCE_SCANNER_URL"),
        })
    }
 }
@@ -231,7 +237,7 @@ impl StripeConfig {

 /// Comma-separated list of enabled LLM provider identifiers.
 ///
-/// For example: `LLM_PROVIDERS=ollama,openai,anthropic`
+/// For example: `LLM_PROVIDERS=litellm,openai,anthropic`
 #[derive(Debug)]
 pub struct LlmProvidersConfig {
    /// Parsed provider names.
@@ -331,36 +337,36 @@ mod tests {
    #[test]
    #[serial]
    fn llm_providers_single() {
-        std::env::set_var("LLM_PROVIDERS", "ollama");
+        std::env::set_var("LLM_PROVIDERS", "litellm");
        let cfg = LlmProvidersConfig::from_env().unwrap();
-        assert_eq!(cfg.providers, vec!["ollama"]);
+        assert_eq!(cfg.providers, vec!["litellm"]);
        std::env::remove_var("LLM_PROVIDERS");
    }

    #[test]
    #[serial]
    fn llm_providers_multiple() {
-        std::env::set_var("LLM_PROVIDERS", "ollama,openai,anthropic");
+        std::env::set_var("LLM_PROVIDERS", "litellm,openai,anthropic");
        let cfg = LlmProvidersConfig::from_env().unwrap();
-        assert_eq!(cfg.providers, vec!["ollama", "openai", "anthropic"]);
+        assert_eq!(cfg.providers, vec!["litellm", "openai", "anthropic"]);
        std::env::remove_var("LLM_PROVIDERS");
    }

    #[test]
    #[serial]
    fn llm_providers_trims_whitespace() {
-        std::env::set_var("LLM_PROVIDERS", " ollama , openai ");
+        std::env::set_var("LLM_PROVIDERS", " litellm , openai ");
        let cfg = LlmProvidersConfig::from_env().unwrap();
-        assert_eq!(cfg.providers, vec!["ollama", "openai"]);
+        assert_eq!(cfg.providers, vec!["litellm", "openai"]);
        std::env::remove_var("LLM_PROVIDERS");
    }

    #[test]
    #[serial]
    fn llm_providers_filters_empty_entries() {
-        std::env::set_var("LLM_PROVIDERS", "ollama,,openai,");
+        std::env::set_var("LLM_PROVIDERS", "litellm,,openai,");
        let cfg = LlmProvidersConfig::from_env().unwrap();
-        assert_eq!(cfg.providers, vec!["ollama", "openai"]);
+        assert_eq!(cfg.providers, vec!["litellm", "openai"]);
        std::env::remove_var("LLM_PROVIDERS");
    }

@@ -370,18 +376,18 @@ mod tests {

    #[test]
    #[serial]
-    fn service_urls_default_ollama_url() {
-        std::env::remove_var("OLLAMA_URL");
+    fn service_urls_default_litellm_url() {
+        std::env::remove_var("LITELLM_URL");
        let svc = ServiceUrls::from_env().unwrap();
-        assert_eq!(svc.ollama_url, "http://localhost:11434");
+        assert_eq!(svc.litellm_url, "http://localhost:4000");
    }

    #[test]
    #[serial]
-    fn service_urls_default_ollama_model() {
-        std::env::remove_var("OLLAMA_MODEL");
+    fn service_urls_default_litellm_model() {
+        std::env::remove_var("LITELLM_MODEL");
        let svc = ServiceUrls::from_env().unwrap();
-        assert_eq!(svc.ollama_model, "llama3.1:8b");
+        assert_eq!(svc.litellm_model, "qwen3-32b");
    }

    #[test]
@@ -394,11 +400,11 @@ mod tests {

    #[test]
    #[serial]
-    fn service_urls_custom_ollama_url() {
-        std::env::set_var("OLLAMA_URL", "http://gpu-host:11434");
+    fn service_urls_custom_litellm_url() {
+        std::env::set_var("LITELLM_URL", "http://litellm-host:4000");
        let svc = ServiceUrls::from_env().unwrap();
-        assert_eq!(svc.ollama_url, "http://gpu-host:11434");
-        std::env::remove_var("OLLAMA_URL");
+        assert_eq!(svc.litellm_url, "http://litellm-host:4000");
+        std::env::remove_var("LITELLM_URL");
    }

    #[test]
--- a/src/infrastructure/litellm.rs
+++ b/src/infrastructure/litellm.rs
@@ -0,0 +1,403 @@
+#[cfg(feature = "server")]
+use std::collections::HashMap;
+
+use dioxus::prelude::*;
+use serde::{Deserialize, Serialize};
+
+use crate::models::LitellmUsageStats;
+#[cfg(feature = "server")]
+use crate::models::ModelUsage;
+
+/// Status of a LiteLLM proxy instance, including connectivity and available models.
+///
+/// # Fields
+///
+/// * `online` - Whether the LiteLLM API responded successfully
+/// * `models` - List of model IDs available through the proxy
+#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
+pub struct LitellmStatus {
+    pub online: bool,
+    pub models: Vec<String>,
+}
+
+/// Response from LiteLLM's `GET /v1/models` endpoint (OpenAI-compatible).
+#[cfg(feature = "server")]
+#[derive(Deserialize)]
+struct ModelsResponse {
+    data: Vec<ModelObject>,
+}
+
+/// A single model entry from the OpenAI-compatible models list.
+#[cfg(feature = "server")]
+#[derive(Deserialize)]
+struct ModelObject {
+    id: String,
+}
+
+/// Check the status of a LiteLLM proxy by querying its models endpoint.
+///
+/// Calls `GET <litellm_url>/v1/models` to list available models and determine
+/// whether the instance is reachable. Sends the API key as a Bearer token
+/// if configured.
+///
+/// # Arguments
+///
+/// * `litellm_url` - Base URL of the LiteLLM proxy (e.g. "http://localhost:4000")
+///
+/// # Returns
+///
+/// A `LitellmStatus` with `online: true` and model IDs if reachable,
+/// or `online: false` with an empty model list on failure
+///
+/// # Errors
+///
+/// Returns `ServerFnError` only on serialization issues; network failures
+/// are caught and returned as `online: false`
+#[post("/api/litellm-status")]
+pub async fn get_litellm_status(litellm_url: String) -> Result<LitellmStatus, ServerFnError> {
+    let state: crate::infrastructure::ServerState =
+        dioxus_fullstack::FullstackContext::extract().await?;
+
+    let base_url = if litellm_url.is_empty() {
+        state.services.litellm_url.clone()
+    } else {
+        litellm_url
+    };
+
+    let api_key = state.services.litellm_api_key.clone();
+    let url = format!("{}/v1/models", base_url.trim_end_matches('/'));
+
+    let client = reqwest::Client::builder()
+        .timeout(std::time::Duration::from_secs(5))
+        .build()
+        .map_err(|e| ServerFnError::new(format!("HTTP client error: {e}")))?;
+
+    let mut request = client.get(&url);
+    if !api_key.is_empty() {
+        request = request.header("Authorization", format!("Bearer {api_key}"));
+    }
+
+    let resp = match request.send().await {
+        Ok(r) if r.status().is_success() => r,
+        _ => {
+            return Ok(LitellmStatus {
+                online: false,
+                models: Vec::new(),
+            });
+        }
+    };
+
+    let body: ModelsResponse = match resp.json().await {
+        Ok(b) => b,
+        Err(_) => {
+            return Ok(LitellmStatus {
+                online: true,
+                models: Vec::new(),
+            });
+        }
+    };
+
+    let models = body.data.into_iter().map(|m| m.id).collect();
+
+    Ok(LitellmStatus {
+        online: true,
+        models,
+    })
+}
+
+/// Response from LiteLLM's `GET /global/activity` endpoint.
+///
+/// Returns aggregate token counts and API request totals for a date range.
+/// Available on the free tier (no Enterprise license needed).
+#[cfg(feature = "server")]
+#[derive(Debug, Deserialize)]
+struct ActivityResponse {
+    /// Total tokens across all models in the date range
+    #[serde(default)]
+    sum_total_tokens: u64,
+}
+
+/// Per-model entry from `GET /global/activity/model`.
+///
+/// Each entry contains a model name and its aggregated token total.
+#[cfg(feature = "server")]
+#[derive(Debug, Deserialize)]
+struct ActivityModelEntry {
+    /// Model identifier (may be empty for unattributed traffic)
+    #[serde(default)]
+    model: String,
+    /// Sum of tokens used by this model in the date range
+    #[serde(default)]
+    sum_total_tokens: u64,
+}
+
+/// Per-model spend entry from `GET /global/spend/models`.
+///
+/// Each entry maps a model name to its total spend in USD.
+#[cfg(feature = "server")]
+#[derive(Debug, Deserialize)]
+struct SpendModelEntry {
+    /// Model identifier
+    #[serde(default)]
+    model: String,
+    /// Total spend in USD
+    #[serde(default)]
+    total_spend: f64,
+}
+
+/// Merge per-model token counts and spend data into `ModelUsage` entries.
+///
+/// Joins `activity_models` (tokens) and `spend_models` (spend) by model
+/// name using a HashMap for O(n + m) merge. Entries with empty model
+/// names are skipped.
+///
+/// # Arguments
+///
+/// * `activity_models` - Per-model token data from `/global/activity/model`
+/// * `spend_models` - Per-model spend data from `/global/spend/models`
+///
+/// # Returns
+///
+/// Merged list sorted by total tokens descending
+#[cfg(feature = "server")]
+fn merge_model_data(
+    activity_models: Vec<ActivityModelEntry>,
+    spend_models: Vec<SpendModelEntry>,
+) -> Vec<ModelUsage> {
+    let mut model_map: HashMap<String, ModelUsage> = HashMap::new();
+
+    for entry in activity_models {
+        if entry.model.is_empty() {
+            continue;
+        }
+        model_map
+            .entry(entry.model.clone())
+            .or_insert_with(|| ModelUsage {
+                model: entry.model,
+                ..Default::default()
+            })
+            .total_tokens = entry.sum_total_tokens;
+    }
+
+    for entry in spend_models {
+        if entry.model.is_empty() {
+            continue;
+        }
+        model_map
+            .entry(entry.model.clone())
+            .or_insert_with(|| ModelUsage {
+                model: entry.model,
+                ..Default::default()
+            })
+            .spend = entry.total_spend;
+    }
+
+    let mut result: Vec<ModelUsage> = model_map.into_values().collect();
+    result.sort_by(|a, b| b.total_tokens.cmp(&a.total_tokens));
+    result
+}
+
+/// Fetch aggregated usage statistics from LiteLLM's free-tier APIs.
+///
+/// Combines three endpoints to build a complete usage picture:
+/// - `GET /global/activity` - total token counts
+/// - `GET /global/activity/model` - per-model token breakdown
+/// - `GET /global/spend/models` - per-model spend in USD
+///
+/// # Arguments
+///
+/// * `start_date` - Start of the reporting period in `YYYY-MM-DD` format
+/// * `end_date` - End of the reporting period in `YYYY-MM-DD` format
+///
+/// # Returns
+///
+/// Aggregated usage stats; returns default (zeroed) stats on network
+/// failure or permission errors
+///
+/// # Errors
+///
+/// Returns `ServerFnError` only on HTTP client construction failure
+#[post("/api/litellm-usage")]
+pub async fn get_litellm_usage(
+    start_date: String,
+    end_date: String,
+) -> Result<LitellmUsageStats, ServerFnError> {
+    let state: crate::infrastructure::ServerState =
+        dioxus_fullstack::FullstackContext::extract().await?;
+
+    let base_url = &state.services.litellm_url;
+    let api_key = &state.services.litellm_api_key;
+
+    if base_url.is_empty() {
+        return Ok(LitellmUsageStats::default());
+    }
+
+    let base = base_url.trim_end_matches('/');
+    let date_params = format!("start_date={start_date}&end_date={end_date}");
+
+    let client = reqwest::Client::builder()
+        .timeout(std::time::Duration::from_secs(10))
+        .build()
+        .map_err(|e| ServerFnError::new(format!("HTTP client error: {e}")))?;
+
+    // Helper closure to build an authenticated GET request
+    let auth_get = |url: String| {
+        let mut req = client.get(url);
+        if !api_key.is_empty() {
+            req = req.header("Authorization", format!("Bearer {api_key}"));
+        }
+        req
+    };
+
+    // Fire all three requests concurrently to minimise latency
+    let (activity_res, model_activity_res, model_spend_res) = tokio::join!(
+        auth_get(format!("{base}/global/activity?{date_params}")).send(),
+        auth_get(format!("{base}/global/activity/model?{date_params}")).send(),
+        auth_get(format!("{base}/global/spend/models?{date_params}")).send(),
+    );
+
+    // Parse total token count from /global/activity
+    let total_tokens = match activity_res {
+        Ok(r) if r.status().is_success() => r
+            .json::<ActivityResponse>()
+            .await
+            .map(|a| a.sum_total_tokens)
+            .unwrap_or(0),
+        _ => 0,
+    };
+
+    // Parse per-model token breakdown from /global/activity/model
+    let activity_models: Vec<ActivityModelEntry> = match model_activity_res {
+        Ok(r) if r.status().is_success() => r.json().await.unwrap_or_default(),
+        _ => Vec::new(),
+    };
+
+    // Parse per-model spend from /global/spend/models
+    let spend_models: Vec<SpendModelEntry> = match model_spend_res {
+        Ok(r) if r.status().is_success() => r.json().await.unwrap_or_default(),
+        _ => Vec::new(),
+    };
+
+    let total_spend: f64 = spend_models.iter().map(|m| m.total_spend).sum();
+    let model_breakdown = merge_model_data(activity_models, spend_models);
+
+    Ok(LitellmUsageStats {
+        total_spend,
+        // Free-tier endpoints don't provide prompt/completion split;
+        // total_tokens comes from /global/activity.
+        total_prompt_tokens: 0,
+        total_completion_tokens: 0,
+        total_tokens,
+        model_breakdown,
+    })
+}
+
+#[cfg(all(test, feature = "server"))]
+mod tests {
+    use super::*;
+
+    #[test]
+    fn merge_empty_inputs() {
+        let result = merge_model_data(Vec::new(), Vec::new());
+        assert!(result.is_empty());
+    }
+
+    #[test]
+    fn merge_activity_only() {
+        let activity = vec![ActivityModelEntry {
+            model: "gpt-4".into(),
+            sum_total_tokens: 1500,
+        }];
+        let result = merge_model_data(activity, Vec::new());
+        assert_eq!(result.len(), 1);
+        assert_eq!(result[0].model, "gpt-4");
+        assert_eq!(result[0].total_tokens, 1500);
+        assert_eq!(result[0].spend, 0.0);
+    }
+
+    #[test]
+    fn merge_spend_only() {
+        let spend = vec![SpendModelEntry {
+            model: "gpt-4".into(),
+            total_spend: 2.5,
+        }];
+        let result = merge_model_data(Vec::new(), spend);
+        assert_eq!(result.len(), 1);
+        assert_eq!(result[0].model, "gpt-4");
+        assert_eq!(result[0].spend, 2.5);
+        assert_eq!(result[0].total_tokens, 0);
+    }
+
+    #[test]
+    fn merge_joins_by_model_name() {
+        let activity = vec![
+            ActivityModelEntry {
+                model: "gpt-4".into(),
+                sum_total_tokens: 5000,
+            },
+            ActivityModelEntry {
+                model: "claude-3".into(),
+                sum_total_tokens: 3000,
+            },
+        ];
+        let spend = vec![
+            SpendModelEntry {
+                model: "gpt-4".into(),
+                total_spend: 1.0,
+            },
+            SpendModelEntry {
+                model: "claude-3".into(),
+                total_spend: 0.5,
+            },
+        ];
+        let result = merge_model_data(activity, spend);
+        assert_eq!(result.len(), 2);
+        // Sorted by tokens descending: gpt-4 (5000) before claude-3 (3000)
+        assert_eq!(result[0].model, "gpt-4");
+        assert_eq!(result[0].total_tokens, 5000);
+        assert_eq!(result[0].spend, 1.0);
+        assert_eq!(result[1].model, "claude-3");
+        assert_eq!(result[1].total_tokens, 3000);
+        assert_eq!(result[1].spend, 0.5);
+    }
+
+    #[test]
+    fn merge_skips_empty_model_names() {
+        let activity = vec![
+            ActivityModelEntry {
+                model: "".into(),
+                sum_total_tokens: 100,
+            },
+            ActivityModelEntry {
+                model: "gpt-4".into(),
+                sum_total_tokens: 500,
+            },
+        ];
+        let spend = vec![SpendModelEntry {
+            model: "".into(),
+            total_spend: 0.01,
+        }];
+        let result = merge_model_data(activity, spend);
+        assert_eq!(result.len(), 1);
+        assert_eq!(result[0].model, "gpt-4");
+    }
+
+    #[test]
+    fn merge_unmatched_models_appear_in_both_directions() {
+        let activity = vec![ActivityModelEntry {
+            model: "tokens-only".into(),
+            sum_total_tokens: 1000,
+        }];
+        let spend = vec![SpendModelEntry {
+            model: "spend-only".into(),
+            total_spend: 0.5,
+        }];
+        let result = merge_model_data(activity, spend);
+        assert_eq!(result.len(), 2);
+        // tokens-only has 1000 tokens, spend-only has 0 tokens
+        assert_eq!(result[0].model, "tokens-only");
+        assert_eq!(result[0].total_tokens, 1000);
+        assert_eq!(result[1].model, "spend-only");
+        assert_eq!(result[1].spend, 0.5);
+    }
+}
--- a/src/infrastructure/llm.rs
+++ b/src/infrastructure/llm.rs
@@ -4,23 +4,23 @@ use dioxus::prelude::*;
 mod inner {
    use serde::{Deserialize, Serialize};

-    /// A single message in the OpenAI-compatible chat format used by Ollama.
+    /// A single message in the OpenAI-compatible chat format used by LiteLLM.
    #[derive(Serialize)]
    pub(super) struct ChatMessage {
        pub role: String,
        pub content: String,
    }

-    /// Request body for Ollama's OpenAI-compatible chat completions endpoint.
+    /// Request body for the OpenAI-compatible chat completions endpoint.
    #[derive(Serialize)]
-    pub(super) struct OllamaChatRequest {
+    pub(super) struct ChatCompletionRequest {
        pub model: String,
        pub messages: Vec<ChatMessage>,
        /// Disable streaming so we get a single JSON response.
        pub stream: bool,
    }

-    /// A single choice in the Ollama chat completions response.
+    /// A single choice in the chat completions response.
    #[derive(Deserialize)]
    pub(super) struct ChatChoice {
        pub message: ChatResponseMessage,
@@ -32,9 +32,9 @@ mod inner {
        pub content: String,
    }

-    /// Top-level response from Ollama's `/v1/chat/completions` endpoint.
+    /// Top-level response from the `/v1/chat/completions` endpoint.
    #[derive(Deserialize)]
-    pub(super) struct OllamaChatResponse {
+    pub(super) struct ChatCompletionResponse {
        pub choices: Vec<ChatChoice>,
    }

@@ -157,7 +157,7 @@ mod inner {
    }
 }

-/// Summarize an article using a local Ollama instance.
+/// Summarize an article using a LiteLLM proxy.
 ///
 /// First attempts to fetch the full article text from the provided URL.
 /// If that fails (paywall, timeout, etc.), falls back to the search snippet.
@@ -167,8 +167,8 @@ mod inner {
 ///
 /// * `snippet` - The search result snippet (fallback content)
 /// * `article_url` - The original article URL to fetch full text from
-/// * `ollama_url` - Base URL of the Ollama instance (e.g. "http://localhost:11434")
-/// * `model` - The Ollama model ID to use (e.g. "llama3.1:8b")
+/// * `litellm_url` - Base URL of the LiteLLM proxy (e.g. "http://localhost:4000")
+/// * `model` - The model ID to use (e.g. "qwen3-32b")
 ///
 /// # Returns
 ///
@@ -176,36 +176,38 @@ mod inner {
 ///
 /// # Errors
 ///
-/// Returns `ServerFnError` if the Ollama request fails or response parsing fails
+/// Returns `ServerFnError` if the LiteLLM request fails or response parsing fails
 #[post("/api/summarize")]
 pub async fn summarize_article(
    snippet: String,
    article_url: String,
-    ollama_url: String,
+    litellm_url: String,
    model: String,
 ) -> Result<String, ServerFnError> {
-    use inner::{fetch_article_text, ChatMessage, OllamaChatRequest, OllamaChatResponse};
+    use inner::{fetch_article_text, ChatCompletionRequest, ChatCompletionResponse, ChatMessage};

    let state: crate::infrastructure::ServerState =
        dioxus_fullstack::FullstackContext::extract().await?;

    // Use caller-provided values or fall back to ServerState config
-    let base_url = if ollama_url.is_empty() {
-        state.services.ollama_url.clone()
+    let base_url = if litellm_url.is_empty() {
+        state.services.litellm_url.clone()
    } else {
-        ollama_url
+        litellm_url
    };

    let model = if model.is_empty() {
-        state.services.ollama_model.clone()
+        state.services.litellm_model.clone()
    } else {
        model
    };

+    let api_key = state.services.litellm_api_key.clone();
+
    // Try to fetch the full article; fall back to the search snippet
    let article_text = fetch_article_text(&article_url).await.unwrap_or(snippet);

-    let request_body = OllamaChatRequest {
+    let request_body = ChatCompletionRequest {
        model,
        stream: false,
        messages: vec![ChatMessage {
@@ -223,42 +225,48 @@ pub async fn summarize_article(

    let url = format!("{}/v1/chat/completions", base_url.trim_end_matches('/'));
    let client = reqwest::Client::new();
-    let resp = client
+    let mut request = client
        .post(&url)
        .header("content-type", "application/json")
-        .json(&request_body)
+        .json(&request_body);
+
+    if !api_key.is_empty() {
+        request = request.header("Authorization", format!("Bearer {api_key}"));
+    }
+
+    let resp = request
        .send()
        .await
-        .map_err(|e| ServerFnError::new(format!("Ollama request failed: {e}")))?;
+        .map_err(|e| ServerFnError::new(format!("LiteLLM request failed: {e}")))?;

    if !resp.status().is_success() {
        let status = resp.status();
        let body = resp.text().await.unwrap_or_default();
        return Err(ServerFnError::new(format!(
-            "Ollama returned {status}: {body}"
+            "LiteLLM returned {status}: {body}"
        )));
    }

-    let body: OllamaChatResponse = resp
+    let body: ChatCompletionResponse = resp
        .json()
        .await
-        .map_err(|e| ServerFnError::new(format!("Failed to parse Ollama response: {e}")))?;
+        .map_err(|e| ServerFnError::new(format!("Failed to parse LiteLLM response: {e}")))?;

    body.choices
        .first()
        .map(|choice| choice.message.content.clone())
-        .ok_or_else(|| ServerFnError::new("Empty response from Ollama"))
+        .ok_or_else(|| ServerFnError::new("Empty response from LiteLLM"))
 }

 /// A lightweight chat message for the follow-up conversation.
-/// Uses simple String role ("system"/"user"/"assistant") for Ollama compatibility.
+/// Uses simple String role ("system"/"user"/"assistant") for OpenAI compatibility.
 #[derive(Debug, Clone, PartialEq, serde::Serialize, serde::Deserialize)]
 pub struct FollowUpMessage {
    pub role: String,
    pub content: String,
 }

-/// Send a follow-up question about an article using a local Ollama instance.
+/// Send a follow-up question about an article using a LiteLLM proxy.
 ///
 /// Accepts the full conversation history (system context + prior turns) and
 /// returns the assistant's next response. The system message should contain
@@ -267,8 +275,8 @@ pub struct FollowUpMessage {
 /// # Arguments
 ///
 /// * `messages` - The conversation history including system context
-/// * `ollama_url` - Base URL of the Ollama instance
-/// * `model` - The Ollama model ID to use
+/// * `litellm_url` - Base URL of the LiteLLM proxy
+/// * `model` - The model ID to use
 ///
 /// # Returns
 ///
@@ -276,30 +284,32 @@ pub struct FollowUpMessage {
 ///
 /// # Errors
 ///
-/// Returns `ServerFnError` if the Ollama request fails or response parsing fails
+/// Returns `ServerFnError` if the LiteLLM request fails or response parsing fails
 #[post("/api/chat")]
 pub async fn chat_followup(
    messages: Vec<FollowUpMessage>,
-    ollama_url: String,
+    litellm_url: String,
    model: String,
 ) -> Result<String, ServerFnError> {
-    use inner::{ChatMessage, OllamaChatRequest, OllamaChatResponse};
+    use inner::{ChatCompletionRequest, ChatCompletionResponse, ChatMessage};

    let state: crate::infrastructure::ServerState =
        dioxus_fullstack::FullstackContext::extract().await?;

-    let base_url = if ollama_url.is_empty() {
-        state.services.ollama_url.clone()
+    let base_url = if litellm_url.is_empty() {
+        state.services.litellm_url.clone()
    } else {
-        ollama_url
+        litellm_url
    };

    let model = if model.is_empty() {
-        state.services.ollama_model.clone()
+        state.services.litellm_model.clone()
    } else {
        model
    };

+    let api_key = state.services.litellm_api_key.clone();
+
    // Convert FollowUpMessage to inner ChatMessage for the request
    let chat_messages: Vec<ChatMessage> = messages
        .into_iter()
@@ -309,7 +319,7 @@ pub async fn chat_followup(
        })
        .collect();

-    let request_body = OllamaChatRequest {
+    let request_body = ChatCompletionRequest {
        model,
        stream: false,
        messages: chat_messages,
@@ -317,31 +327,37 @@ pub async fn chat_followup(

    let url = format!("{}/v1/chat/completions", base_url.trim_end_matches('/'));
    let client = reqwest::Client::new();
-    let resp = client
+    let mut request = client
        .post(&url)
        .header("content-type", "application/json")
-        .json(&request_body)
+        .json(&request_body);
+
+    if !api_key.is_empty() {
+        request = request.header("Authorization", format!("Bearer {api_key}"));
+    }
+
+    let resp = request
        .send()
        .await
-        .map_err(|e| ServerFnError::new(format!("Ollama request failed: {e}")))?;
+        .map_err(|e| ServerFnError::new(format!("LiteLLM request failed: {e}")))?;

    if !resp.status().is_success() {
        let status = resp.status();
        let body = resp.text().await.unwrap_or_default();
        return Err(ServerFnError::new(format!(
-            "Ollama returned {status}: {body}"
+            "LiteLLM returned {status}: {body}"
        )));
    }

-    let body: OllamaChatResponse = resp
+    let body: ChatCompletionResponse = resp
        .json()
        .await
-        .map_err(|e| ServerFnError::new(format!("Failed to parse Ollama response: {e}")))?;
+        .map_err(|e| ServerFnError::new(format!("Failed to parse LiteLLM response: {e}")))?;

    body.choices
        .first()
        .map(|choice| choice.message.content.clone())
-        .ok_or_else(|| ServerFnError::new("Empty response from Ollama"))
+        .ok_or_else(|| ServerFnError::new("Empty response from LiteLLM"))
 }

 #[cfg(test)]
--- a/src/infrastructure/mod.rs
+++ b/src/infrastructure/mod.rs
@@ -3,8 +3,8 @@
 pub mod auth_check;
 pub mod chat;
 pub mod langgraph;
+pub mod litellm;
 pub mod llm;
-pub mod ollama;
 pub mod searxng;

 // Server-only modules (Axum handlers, state, configs, DB, etc.)
--- a/src/infrastructure/ollama.rs
+++ b/src/infrastructure/ollama.rs
@@ -1,92 +0,0 @@
-use dioxus::prelude::*;
-use serde::{Deserialize, Serialize};
-
-/// Status of a local Ollama instance, including connectivity and loaded models.
-///
-/// # Fields
-///
-/// * `online` - Whether the Ollama API responded successfully
-/// * `models` - List of model names currently available on the instance
-#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
-pub struct OllamaStatus {
-    pub online: bool,
-    pub models: Vec<String>,
-}
-
-/// Response from Ollama's `GET /api/tags` endpoint.
-#[cfg(feature = "server")]
-#[derive(Deserialize)]
-struct OllamaTagsResponse {
-    models: Vec<OllamaModel>,
-}
-
-/// A single model entry from Ollama's tags API.
-#[cfg(feature = "server")]
-#[derive(Deserialize)]
-struct OllamaModel {
-    name: String,
-}
-
-/// Check the status of a local Ollama instance by querying its tags endpoint.
-///
-/// Calls `GET <ollama_url>/api/tags` to list available models and determine
-/// whether the instance is reachable.
-///
-/// # Arguments
-///
-/// * `ollama_url` - Base URL of the Ollama instance (e.g. "http://localhost:11434")
-///
-/// # Returns
-///
-/// An `OllamaStatus` with `online: true` and model names if reachable,
-/// or `online: false` with an empty model list on failure
-///
-/// # Errors
-///
-/// Returns `ServerFnError` only on serialization issues; network failures
-/// are caught and returned as `online: false`
-#[post("/api/ollama-status")]
-pub async fn get_ollama_status(ollama_url: String) -> Result<OllamaStatus, ServerFnError> {
-    let state: crate::infrastructure::ServerState =
-        dioxus_fullstack::FullstackContext::extract().await?;
-
-    let base_url = if ollama_url.is_empty() {
-        state.services.ollama_url.clone()
-    } else {
-        ollama_url
-    };
-
-    let url = format!("{}/api/tags", base_url.trim_end_matches('/'));
-
-    let client = reqwest::Client::builder()
-        .timeout(std::time::Duration::from_secs(5))
-        .build()
-        .map_err(|e| ServerFnError::new(format!("HTTP client error: {e}")))?;
-
-    let resp = match client.get(&url).send().await {
-        Ok(r) if r.status().is_success() => r,
-        _ => {
-            return Ok(OllamaStatus {
-                online: false,
-                models: Vec::new(),
-            });
-        }
-    };
-
-    let body: OllamaTagsResponse = match resp.json().await {
-        Ok(b) => b,
-        Err(_) => {
-            return Ok(OllamaStatus {
-                online: true,
-                models: Vec::new(),
-            });
-        }
-    };
-
-    let models = body.models.into_iter().map(|m| m.name).collect();
-
-    Ok(OllamaStatus {
-        online: true,
-        models,
-    })
-}
--- a/src/infrastructure/provider_client.rs
+++ b/src/infrastructure/provider_client.rs
@@ -1,6 +1,6 @@
 //! Unified LLM provider dispatch.
 //!
-//! Routes chat completion requests to Ollama, OpenAI, Anthropic, or
+//! Routes chat completion requests to LiteLLM, OpenAI, Anthropic, or
 //! HuggingFace based on the session's provider setting. All providers
 //! except Anthropic use the OpenAI-compatible chat completions format.

@@ -20,11 +20,11 @@ pub struct ProviderMessage {
 ///
 /// # Arguments
 ///
-/// * `state` - Server state (for default Ollama URL/model)
-/// * `provider` - Provider name (`"ollama"`, `"openai"`, `"anthropic"`, `"huggingface"`)
+/// * `state` - Server state (for default LiteLLM URL/model)
+/// * `provider` - Provider name (`"litellm"`, `"openai"`, `"anthropic"`, `"huggingface"`)
 /// * `model` - Model ID
 /// * `messages` - Conversation history
-/// * `api_key` - API key (required for non-Ollama providers)
+/// * `api_key` - API key (required for non-LiteLLM providers; LiteLLM uses server config)
 /// * `stream` - Whether to request streaming
 ///
 /// # Returns
@@ -123,11 +123,11 @@ pub async fn send_chat_request(
                .send()
                .await
        }
-        // Default: Ollama (OpenAI-compatible endpoint)
+        // Default: LiteLLM proxy (OpenAI-compatible endpoint)
        _ => {
-            let base_url = &state.services.ollama_url;
+            let base_url = &state.services.litellm_url;
            let resolved_model = if model.is_empty() {
-                &state.services.ollama_model
+                &state.services.litellm_model
            } else {
                model
            };
@@ -137,12 +137,15 @@ pub async fn send_chat_request(
                "messages": messages,
                "stream": stream,
            });
-            client
+            let litellm_key = &state.services.litellm_api_key;
+            let mut request = client
                .post(&url)
                .header("content-type", "application/json")
-                .json(&body)
-                .send()
-                .await
+                .json(&body);
+            if !litellm_key.is_empty() {
+                request = request.header("Authorization", format!("Bearer {litellm_key}"));
+            }
+            request.send().await
        }
    }
 }
--- a/src/infrastructure/server_state.rs
+++ b/src/infrastructure/server_state.rs
@@ -45,7 +45,7 @@ pub struct ServerStateInner {
    pub keycloak: &'static KeycloakConfig,
    /// Outbound email settings.
    pub smtp: &'static SmtpConfig,
-    /// URLs for Ollama, SearXNG, LangChain, S3, etc.
+    /// URLs for LiteLLM, SearXNG, LangChain, S3, etc.
    pub services: &'static ServiceUrls,
    /// Stripe billing keys.
    pub stripe: &'static StripeConfig,
--- a/src/models/chat.rs
+++ b/src/models/chat.rs
@@ -60,8 +60,8 @@ pub struct Attachment {
 /// * `user_sub` - Keycloak subject ID (session owner)
 /// * `title` - Display title (auto-generated or user-renamed)
 /// * `namespace` - Grouping for sidebar sections
-/// * `provider` - LLM provider used (e.g. "ollama", "openai")
-/// * `model` - Model ID used (e.g. "llama3.1:8b")
+/// * `provider` - LLM provider used (e.g. "litellm", "openai")
+/// * `model` - Model ID used (e.g. "qwen3-32b")
 /// * `created_at` - ISO 8601 creation timestamp
 /// * `updated_at` - ISO 8601 last-activity timestamp
 /// * `article_url` - Source article URL (for News namespace sessions)
@@ -171,8 +171,8 @@ mod tests {
            user_sub: "user-1".into(),
            title: "Test Chat".into(),
            namespace: ChatNamespace::General,
-            provider: "ollama".into(),
-            model: "llama3.1:8b".into(),
+            provider: "litellm".into(),
+            model: "qwen3-32b".into(),
            created_at: "2025-01-01T00:00:00Z".into(),
            updated_at: "2025-01-01T01:00:00Z".into(),
            article_url: None,
@@ -189,7 +189,7 @@ mod tests {
            "_id": "mongo-id",
            "user_sub": "u1",
            "title": "t",
-            "provider": "ollama",
+            "provider": "litellm",
            "model": "m",
            "created_at": "2025-01-01",
            "updated_at": "2025-01-01"
@@ -205,7 +205,7 @@ mod tests {
            user_sub: "u1".into(),
            title: "t".into(),
            namespace: ChatNamespace::default(),
-            provider: "ollama".into(),
+            provider: "litellm".into(),
            model: "m".into(),
            created_at: "2025-01-01".into(),
            updated_at: "2025-01-01".into(),
@@ -223,7 +223,7 @@ mod tests {
            user_sub: "u1".into(),
            title: "t".into(),
            namespace: ChatNamespace::default(),
-            provider: "ollama".into(),
+            provider: "litellm".into(),
            model: "m".into(),
            created_at: "2025-01-01".into(),
            updated_at: "2025-01-01".into(),
--- a/src/models/organization.rs
+++ b/src/models/organization.rs
@@ -83,6 +83,42 @@ pub struct BillingUsage {
    pub billing_cycle_end: String,
 }

+/// Aggregated token usage statistics from LiteLLM's spend tracking API.
+///
+/// # Fields
+///
+/// * `total_spend` - Total cost in USD across all models
+/// * `total_prompt_tokens` - Sum of prompt (input) tokens
+/// * `total_completion_tokens` - Sum of completion (output) tokens
+/// * `total_tokens` - Sum of all tokens (prompt + completion)
+/// * `model_breakdown` - Per-model usage breakdown
+#[derive(Debug, Clone, Default, PartialEq, Serialize, Deserialize)]
+pub struct LitellmUsageStats {
+    pub total_spend: f64,
+    pub total_prompt_tokens: u64,
+    pub total_completion_tokens: u64,
+    pub total_tokens: u64,
+    pub model_breakdown: Vec<ModelUsage>,
+}
+
+/// Token and spend usage for a single LLM model.
+///
+/// # Fields
+///
+/// * `model` - Model identifier (e.g. "gpt-4", "claude-3-opus")
+/// * `spend` - Cost in USD for this model
+/// * `prompt_tokens` - Prompt (input) tokens consumed
+/// * `completion_tokens` - Completion (output) tokens generated
+/// * `total_tokens` - Total tokens (prompt + completion)
+#[derive(Debug, Clone, Default, PartialEq, Serialize, Deserialize)]
+pub struct ModelUsage {
+    pub model: String,
+    pub spend: f64,
+    pub prompt_tokens: u64,
+    pub completion_tokens: u64,
+    pub total_tokens: u64,
+}
+
 /// Organisation-level settings stored in MongoDB.
 ///
 /// These complement Keycloak's Organizations feature with
@@ -234,4 +270,82 @@ mod tests {
        assert_eq!(record.seats_used, 0);
        assert_eq!(record.tokens_used, 0);
    }
+
+    #[test]
+    fn litellm_usage_stats_default() {
+        let stats = LitellmUsageStats::default();
+        assert_eq!(stats.total_spend, 0.0);
+        assert_eq!(stats.total_prompt_tokens, 0);
+        assert_eq!(stats.total_completion_tokens, 0);
+        assert_eq!(stats.total_tokens, 0);
+        assert!(stats.model_breakdown.is_empty());
+    }
+
+    #[test]
+    fn litellm_usage_stats_serde_round_trip() {
+        let stats = LitellmUsageStats {
+            total_spend: 12.34,
+            total_prompt_tokens: 50_000,
+            total_completion_tokens: 25_000,
+            total_tokens: 75_000,
+            model_breakdown: vec![
+                ModelUsage {
+                    model: "gpt-4".into(),
+                    spend: 10.0,
+                    prompt_tokens: 40_000,
+                    completion_tokens: 20_000,
+                    total_tokens: 60_000,
+                },
+                ModelUsage {
+                    model: "claude-3-opus".into(),
+                    spend: 2.34,
+                    prompt_tokens: 10_000,
+                    completion_tokens: 5_000,
+                    total_tokens: 15_000,
+                },
+            ],
+        };
+        let json = serde_json::to_string(&stats).expect("serialize LitellmUsageStats");
+        let back: LitellmUsageStats =
+            serde_json::from_str(&json).expect("deserialize LitellmUsageStats");
+        assert_eq!(stats, back);
+    }
+
+    #[test]
+    fn model_usage_default() {
+        let usage = ModelUsage::default();
+        assert_eq!(usage.model, "");
+        assert_eq!(usage.spend, 0.0);
+        assert_eq!(usage.prompt_tokens, 0);
+        assert_eq!(usage.completion_tokens, 0);
+        assert_eq!(usage.total_tokens, 0);
+    }
+
+    #[test]
+    fn model_usage_serde_round_trip() {
+        let usage = ModelUsage {
+            model: "gpt-4-turbo".into(),
+            spend: 5.67,
+            prompt_tokens: 30_000,
+            completion_tokens: 15_000,
+            total_tokens: 45_000,
+        };
+        let json = serde_json::to_string(&usage).expect("serialize ModelUsage");
+        let back: ModelUsage = serde_json::from_str(&json).expect("deserialize ModelUsage");
+        assert_eq!(usage, back);
+    }
+
+    #[test]
+    fn litellm_usage_stats_empty_breakdown_round_trip() {
+        let stats = LitellmUsageStats {
+            total_spend: 0.0,
+            total_prompt_tokens: 0,
+            total_completion_tokens: 0,
+            total_tokens: 0,
+            model_breakdown: Vec::new(),
+        };
+        let json = serde_json::to_string(&stats).expect("serialize empty stats");
+        let back: LitellmUsageStats = serde_json::from_str(&json).expect("deserialize empty stats");
+        assert_eq!(stats, back);
+    }
 }
--- a/src/models/provider.rs
+++ b/src/models/provider.rs
@@ -3,8 +3,8 @@ use serde::{Deserialize, Serialize};
 /// Supported LLM provider backends.
 #[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
 pub enum LlmProvider {
-    /// Self-hosted models via Ollama
-    Ollama,
+    /// LiteLLM proxy for unified model access
+    LiteLlm,
    /// Hugging Face Inference API
    HuggingFace,
    /// OpenAI-compatible endpoints
@@ -17,7 +17,7 @@ impl LlmProvider {
    /// Returns the display name for a provider.
    pub fn label(&self) -> &'static str {
        match self {
-            Self::Ollama => "Ollama",
+            Self::LiteLlm => "LiteLLM",
            Self::HuggingFace => "Hugging Face",
            Self::OpenAi => "OpenAI",
            Self::Anthropic => "Anthropic",
@@ -29,7 +29,7 @@ impl LlmProvider {
 ///
 /// # Fields
 ///
-/// * `id` - Unique model identifier (e.g. "llama3.1:8b")
+/// * `id` - Unique model identifier (e.g. "qwen3-32b")
 /// * `name` - Human-readable display name
 /// * `provider` - Which provider hosts this model
 /// * `context_window` - Maximum context length in tokens
@@ -79,8 +79,8 @@ mod tests {
    use pretty_assertions::assert_eq;

    #[test]
-    fn llm_provider_label_ollama() {
-        assert_eq!(LlmProvider::Ollama.label(), "Ollama");
+    fn llm_provider_label_litellm() {
+        assert_eq!(LlmProvider::LiteLlm.label(), "LiteLLM");
    }

    #[test]
@@ -101,7 +101,7 @@ mod tests {
    #[test]
    fn llm_provider_serde_round_trip() {
        for variant in [
-            LlmProvider::Ollama,
+            LlmProvider::LiteLlm,
            LlmProvider::HuggingFace,
            LlmProvider::OpenAi,
            LlmProvider::Anthropic,
@@ -117,10 +117,10 @@ mod tests {
    #[test]
    fn model_entry_serde_round_trip() {
        let entry = ModelEntry {
-            id: "llama3.1:8b".into(),
-            name: "Llama 3.1 8B".into(),
-            provider: LlmProvider::Ollama,
-            context_window: 8192,
+            id: "qwen3-32b".into(),
+            name: "Qwen3 32B".into(),
+            provider: LlmProvider::LiteLlm,
+            context_window: 32,
        };
        let json = serde_json::to_string(&entry).expect("serialize ModelEntry");
        let back: ModelEntry = serde_json::from_str(&json).expect("deserialize ModelEntry");
--- a/src/models/user.rs
+++ b/src/models/user.rs
@@ -30,17 +30,19 @@ pub struct AuthInfo {
    pub langflow_url: String,
    /// Langfuse observability URL (empty if not configured)
    pub langfuse_url: String,
+    /// Compliance scanner URL (empty if not configured)
+    pub compliance_scanner_url: String,
 }

 /// Per-user LLM provider configuration stored in MongoDB.
 ///
 /// Controls which provider and model the user's chat sessions default
-/// to, and stores API keys for non-Ollama providers.
+/// to, and stores API keys for non-LiteLLM providers.
 #[derive(Debug, Clone, Default, PartialEq, Serialize, Deserialize)]
 pub struct UserProviderConfig {
-    /// Default provider name (e.g. "ollama", "openai")
+    /// Default provider name (e.g. "litellm", "openai")
    pub default_provider: String,
-    /// Default model ID (e.g. "llama3.1:8b", "gpt-4o")
+    /// Default model ID (e.g. "qwen3-32b", "gpt-4o")
    pub default_model: String,
    /// OpenAI API key (empty if not configured)
    #[serde(default, skip_serializing_if = "Option::is_none")]
@@ -51,8 +53,8 @@ pub struct UserProviderConfig {
    /// HuggingFace API key
    #[serde(default, skip_serializing_if = "Option::is_none")]
    pub huggingface_api_key: Option<String>,
-    /// Custom Ollama URL override (empty = use server default)
-    pub ollama_url_override: String,
+    /// Custom LiteLLM URL override (empty = use server default)
+    pub litellm_url_override: String,
 }

 /// Per-user preferences stored in MongoDB.
@@ -66,10 +68,10 @@ pub struct UserPreferences {
    pub org_id: String,
    /// User-selected news/search topics
    pub custom_topics: Vec<String>,
-    /// Per-user Ollama URL override (empty = use server default)
-    pub ollama_url_override: String,
-    /// Per-user Ollama model override (empty = use server default)
-    pub ollama_model_override: String,
+    /// Per-user LiteLLM URL override (empty = use server default)
+    pub litellm_url_override: String,
+    /// Per-user LiteLLM model override (empty = use server default)
+    pub litellm_model_override: String,
    /// Recently searched queries for quick access
    pub recent_searches: Vec<String>,
    /// LLM provider configuration
@@ -100,6 +102,7 @@ mod tests {
        assert_eq!(info.langgraph_url, "");
        assert_eq!(info.langflow_url, "");
        assert_eq!(info.langfuse_url, "");
+        assert_eq!(info.compliance_scanner_url, "");
    }

    #[test]
@@ -114,6 +117,7 @@ mod tests {
            langgraph_url: "http://localhost:8123".into(),
            langflow_url: "http://localhost:7860".into(),
            langfuse_url: "http://localhost:3000".into(),
+            compliance_scanner_url: "http://localhost:9090".into(),
        };
        let json = serde_json::to_string(&info).expect("serialize AuthInfo");
        let back: AuthInfo = serde_json::from_str(&json).expect("deserialize AuthInfo");
@@ -132,12 +136,12 @@ mod tests {
    #[test]
    fn user_provider_config_optional_keys_skip_none() {
        let cfg = UserProviderConfig {
-            default_provider: "ollama".into(),
-            default_model: "llama3.1:8b".into(),
+            default_provider: "litellm".into(),
+            default_model: "qwen3-32b".into(),
            openai_api_key: None,
            anthropic_api_key: None,
            huggingface_api_key: None,
-            ollama_url_override: String::new(),
+            litellm_url_override: String::new(),
        };
        let json = serde_json::to_string(&cfg).expect("serialize UserProviderConfig");
        assert!(!json.contains("openai_api_key"));
@@ -153,7 +157,7 @@ mod tests {
            openai_api_key: Some("sk-test".into()),
            anthropic_api_key: Some("ak-test".into()),
            huggingface_api_key: None,
-            ollama_url_override: "http://custom:11434".into(),
+            litellm_url_override: "http://custom:4000".into(),
        };
        let json = serde_json::to_string(&cfg).expect("serialize");
        let back: UserProviderConfig = serde_json::from_str(&json).expect("deserialize");
--- a/src/pages/dashboard.rs
+++ b/src/pages/dashboard.rs
@@ -25,8 +25,8 @@ const DEFAULT_TOPICS: &[&str] = &[
 ///
 /// State is persisted across sessions using localStorage:
 /// - `certifai_topics`: custom user-defined search topics
-/// - `certifai_ollama_url`: Ollama instance URL for summarization
-/// - `certifai_ollama_model`: Ollama model ID for summarization
+/// - `certifai_litellm_url`: LiteLLM proxy URL for summarization
+/// - `certifai_litellm_model`: LiteLLM model ID for summarization
 #[component]
 pub fn DashboardPage() -> Element {
    let locale = use_context::<Signal<Locale>>();
@@ -34,11 +34,11 @@ pub fn DashboardPage() -> Element {

    // Persistent state stored in localStorage
    let mut custom_topics = use_persistent("certifai_topics".to_string(), Vec::<String>::new);
-    // Default to empty so the server functions use OLLAMA_URL / OLLAMA_MODEL
+    // Default to empty so the server functions use LITELLM_URL / LITELLM_MODEL
    // from .env. Only stores a non-empty value when the user explicitly saves
    // an override via the Settings panel.
-    let mut ollama_url = use_persistent("certifai_ollama_url".to_string(), String::new);
-    let mut ollama_model = use_persistent("certifai_ollama_model".to_string(), String::new);
+    let mut litellm_url = use_persistent("certifai_litellm_url".to_string(), String::new);
+    let mut litellm_model = use_persistent("certifai_litellm_model".to_string(), String::new);

    // Reactive signals for UI state
    let mut active_topic = use_signal(|| "AI".to_string());
@@ -235,8 +235,8 @@ pub fn DashboardPage() -> Element {
                    onclick: move |_| {
                        let currently_shown = *show_settings.read();
                        if !currently_shown {
-                            settings_url.set(ollama_url.read().clone());
-                            settings_model.set(ollama_model.read().clone());
+                            settings_url.set(litellm_url.read().clone());
+                            settings_model.set(litellm_model.read().clone());
                        }
                        show_settings.set(!currently_shown);
                    },
@@ -247,16 +247,16 @@ pub fn DashboardPage() -> Element {
            // Settings panel (collapsible)
            if *show_settings.read() {
                div { class: "settings-panel",
-                    h4 { class: "settings-panel-title", "{t(l, \"dashboard.ollama_settings\")}" }
+                    h4 { class: "settings-panel-title", "{t(l, \"dashboard.litellm_settings\")}" }
                    p { class: "settings-hint",
                        "{t(l, \"dashboard.settings_hint\")}"
                    }
                    div { class: "settings-field",
-                        label { "{t(l, \"dashboard.ollama_url\")}" }
+                        label { "{t(l, \"dashboard.litellm_url\")}" }
                        input {
                            class: "settings-input",
                            r#type: "text",
-                            placeholder: "{t(l, \"dashboard.ollama_url_placeholder\")}",
+                            placeholder: "{t(l, \"dashboard.litellm_url_placeholder\")}",
                            value: "{settings_url}",
                            oninput: move |e| settings_url.set(e.value()),
                        }
@@ -274,8 +274,8 @@ pub fn DashboardPage() -> Element {
                    button {
                        class: "btn btn-primary",
                        onclick: move |_| {
-                            *ollama_url.write() = settings_url.read().trim().to_string();
-                            *ollama_model.write() = settings_model.read().trim().to_string();
+                            *litellm_url.write() = settings_url.read().trim().to_string();
+                            *litellm_model.write() = settings_model.read().trim().to_string();
                            show_settings.set(false);
                        },
                        "{t(l, \"common.save\")}"
@@ -320,14 +320,14 @@ pub fn DashboardPage() -> Element {
                                            news_session_id.set(None);


-                                            let oll_url = ollama_url.read().clone();
-                                            let mdl = ollama_model.read().clone();
+                                            let ll_url = litellm_url.read().clone();
+                                            let mdl = litellm_model.read().clone();
                                            spawn(async move {
                                                is_summarizing.set(true);
                                                match crate::infrastructure::llm::summarize_article(
                                                        snippet.clone(),
                                                        article_url,
-                                                        oll_url,
+                                                        ll_url,
                                                        mdl,
                                                    )
                                                    .await
@@ -373,8 +373,8 @@ pub fn DashboardPage() -> Element {
                            chat_messages: chat_messages.read().clone(),
                            is_chatting: *is_chatting.read(),
                            on_chat_send: move |question: String| {
-                                let oll_url = ollama_url.read().clone();
-                                let mdl = ollama_model.read().clone();
+                                let ll_url = litellm_url.read().clone();
+                                let mdl = litellm_model.read().clone();
                                let ctx = article_context.read().clone();
                                // Capture article info for News session creation
                                let card_title = selected_card
@@ -394,7 +394,7 @@ pub fn DashboardPage() -> Element {
                                    content: question.clone(),
                                });

-                                // Build full message history for Ollama
+                                // Build full message history for LiteLLM
                                let system_msg = format!(
                                    "You are a helpful assistant. The user is reading \
                                     a news article. Use the following context to answer \
@@ -422,7 +422,7 @@ pub fn DashboardPage() -> Element {
                                        match create_chat_session(
                                            card_title,
                                            "News".to_string(),
-                                            "ollama".to_string(),
+                                            "litellm".to_string(),
                                            mdl.clone(),
                                            card_url,
                                        )
@@ -458,7 +458,7 @@ pub fn DashboardPage() -> Element {
                                    }

                                    match crate::infrastructure::llm::chat_followup(
-                                        msgs, oll_url, mdl,
+                                        msgs, ll_url, mdl,
                                    )
                                    .await
                                    {
@@ -495,7 +495,7 @@ pub fn DashboardPage() -> Element {
                // Right: sidebar (when no card selected)
                if !has_selection {
                    DashboardSidebar {
-                        ollama_url: ollama_url.read().clone(),
+                        litellm_url: litellm_url.read().clone(),
                        trending: trending_topics.clone(),
                        recent_searches: recent_searches.read().clone(),
                        on_topic_click: move |topic: String| {
--- a/src/pages/landing.rs
+++ b/src/pages/landing.rs
@@ -1,8 +1,5 @@
 use dioxus::prelude::*;
-use dioxus_free_icons::icons::bs_icons::{
-    BsArrowRight, BsGlobe2, BsKey, BsRobot, BsServer, BsShieldCheck,
-};
-use dioxus_free_icons::icons::fa_solid_icons::FaCubes;
+use dioxus_free_icons::icons::bs_icons::{BsArrowRight, BsShieldCheck};
 use dioxus_free_icons::Icon;

 use crate::i18n::{t, Locale};
@@ -12,14 +9,15 @@ use crate::Route;
 ///
 /// Displays a marketing-oriented page with hero section, feature grid,
 /// how-it-works steps, and call-to-action banners. This page is accessible
-/// without authentication.
+/// without authentication. Uses the Glass Aurora design with glassmorphic
+/// effects, aurora gradients, and centered hero layout.
 #[component]
 pub fn LandingPage() -> Element {
    rsx! {
        div { class: "landing",
            LandingNav {}
            HeroSection {}
-            SocialProof {}
+            TrustBar {}
            FeaturesGrid {}
            HowItWorks {}
            CtaBanner {}
@@ -29,6 +27,7 @@ pub fn LandingPage() -> Element {
 }

 /// Sticky top navigation bar with logo, nav links, and CTA buttons.
+/// Uses Glass Aurora glassmorphic nav with backdrop-filter blur.
 #[component]
 fn LandingNav() -> Element {
    let locale = use_context::<Signal<Locale>>();
@@ -69,7 +68,8 @@ fn LandingNav() -> Element {
    }
 }

-/// Hero section with headline, subtitle, and CTA buttons.
+/// Hero section with pill badges, headline, subtitle, CTA buttons, and
+/// a glass-preview stat panel. Centered layout per Glass Aurora design.
 #[component]
 fn HeroSection() -> Element {
    let locale = use_context::<Signal<Locale>>();
@@ -78,7 +78,11 @@ fn HeroSection() -> Element {
    rsx! {
        section { class: "hero-section",
            div { class: "hero-content",
-                div { class: "hero-badge badge badge-outline", {t(l, "landing.badge")} }
+                div { class: "hero-pills",
+                    span { class: "pill accent", {t(l, "landing.pill_gdpr")} }
+                    span { class: "pill", {t(l, "landing.pill_self_hosted")} }
+                    span { class: "pill", {t(l, "landing.pill_eu")} }
+                }
                h1 { class: "hero-title",
                    {t(l, "landing.hero_title_1")}
                    br {}
@@ -100,176 +104,26 @@ fn HeroSection() -> Element {
                        {t(l, "landing.learn_more")}
                    }
                }
-            }
-            div { class: "hero-graphic",
-                // Abstract shield/network SVG motif
-                svg {
-                    view_box: "0 0 400 400",
-                    fill: "none",
-                    width: "100%",
-                    height: "100%",
-                    // Gradient definitions
-                    defs {
-                        linearGradient {
-                            id: "grad1",
-                            x1: "0%",
-                            y1: "0%",
-                            x2: "100%",
-                            y2: "100%",
-                            stop { offset: "0%", stop_color: "#91a4d2" }
-                            stop { offset: "100%", stop_color: "#6d85c6" }
-                        }
-                        linearGradient {
-                            id: "grad2",
-                            x1: "0%",
-                            y1: "100%",
-                            x2: "100%",
-                            y2: "0%",
-                            stop { offset: "0%", stop_color: "#f97066" }
-                            stop { offset: "100%", stop_color: "#f9a066" }
-                        }
-                        radialGradient {
-                            id: "glow",
-                            cx: "50%",
-                            cy: "50%",
-                            r: "50%",
-                            stop {
-                                offset: "0%",
-                                stop_color: "rgba(145,164,210,0.3)",
-                            }
-                            stop {
-                                offset: "100%",
-                                stop_color: "rgba(145,164,210,0)",
+                div { class: "preview-container",
+                    div { class: "glass-preview",
+                        div { class: "preview-stat",
+                            div { class: "preview-stat-value", "5" }
+                            div { class: "preview-stat-label",
+                                {t(l, "landing.preview_models")}
+                            }
+                        }
+                        div { class: "preview-stat",
+                            div { class: "preview-stat-value", "847K" }
+                            div { class: "preview-stat-label",
+                                {t(l, "landing.preview_tokens")}
+                            }
+                        }
+                        div { class: "preview-stat",
+                            div { class: "preview-stat-value", "$47.82" }
+                            div { class: "preview-stat-label",
+                                {t(l, "landing.preview_spend")}
                            }
                        }
-                    }
-                    // Background glow
-                    circle {
-                        cx: "200",
-                        cy: "200",
-                        r: "180",
-                        fill: "url(#glow)",
-                    }
-                    // Shield outline
-                    path {
-                        d: "M200 40 L340 110 L340 230 C340 300 270 360 200 380 \
-                            C130 360 60 300 60 230 L60 110 Z",
-                        stroke: "url(#grad1)",
-                        stroke_width: "2",
-                        fill: "none",
-                        opacity: "0.6",
-                    }
-                    // Inner shield
-                    path {
-                        d: "M200 80 L310 135 L310 225 C310 280 255 330 200 345 \
-                            C145 330 90 280 90 225 L90 135 Z",
-                        stroke: "url(#grad1)",
-                        stroke_width: "1.5",
-                        fill: "rgba(145,164,210,0.05)",
-                        opacity: "0.8",
-                    }
-                    // Network nodes
-                    circle {
-                        cx: "200",
-                        cy: "180",
-                        r: "8",
-                        fill: "url(#grad1)",
-                    }
-                    circle {
-                        cx: "150",
-                        cy: "230",
-                        r: "6",
-                        fill: "url(#grad2)",
-                    }
-                    circle {
-                        cx: "250",
-                        cy: "230",
-                        r: "6",
-                        fill: "url(#grad2)",
-                    }
-                    circle {
-                        cx: "200",
-                        cy: "280",
-                        r: "6",
-                        fill: "url(#grad1)",
-                    }
-                    circle {
-                        cx: "130",
-                        cy: "170",
-                        r: "4",
-                        fill: "#91a4d2",
-                        opacity: "0.6",
-                    }
-                    circle {
-                        cx: "270",
-                        cy: "170",
-                        r: "4",
-                        fill: "#91a4d2",
-                        opacity: "0.6",
-                    }
-                    // Network connections
-                    line {
-                        x1: "200",
-                        y1: "180",
-                        x2: "150",
-                        y2: "230",
-                        stroke: "#91a4d2",
-                        stroke_width: "1",
-                        opacity: "0.4",
-                    }
-                    line {
-                        x1: "200",
-                        y1: "180",
-                        x2: "250",
-                        y2: "230",
-                        stroke: "#91a4d2",
-                        stroke_width: "1",
-                        opacity: "0.4",
-                    }
-                    line {
-                        x1: "150",
-                        y1: "230",
-                        x2: "200",
-                        y2: "280",
-                        stroke: "#91a4d2",
-                        stroke_width: "1",
-                        opacity: "0.4",
-                    }
-                    line {
-                        x1: "250",
-                        y1: "230",
-                        x2: "200",
-                        y2: "280",
-                        stroke: "#91a4d2",
-                        stroke_width: "1",
-                        opacity: "0.4",
-                    }
-                    line {
-                        x1: "200",
-                        y1: "180",
-                        x2: "130",
-                        y2: "170",
-                        stroke: "#91a4d2",
-                        stroke_width: "1",
-                        opacity: "0.3",
-                    }
-                    line {
-                        x1: "200",
-                        y1: "180",
-                        x2: "270",
-                        y2: "170",
-                        stroke: "#91a4d2",
-                        stroke_width: "1",
-                        opacity: "0.3",
-                    }
-                    // Checkmark inside shield center
-                    path {
-                        d: "M180 200 L195 215 L225 185",
-                        stroke: "url(#grad1)",
-                        stroke_width: "3",
-                        stroke_linecap: "round",
-                        stroke_linejoin: "round",
-                        fill: "none",
                    }
                }
            }
@@ -277,44 +131,36 @@ fn HeroSection() -> Element {
    }
 }

-/// Social proof / trust indicator strip.
+/// Trust bar with aurora dot indicators and stat labels.
+/// Replaces the previous text-based social proof section.
 #[component]
-fn SocialProof() -> Element {
+fn TrustBar() -> Element {
    let locale = use_context::<Signal<Locale>>();
    let l = *locale.read();

    rsx! {
-        section { class: "social-proof",
-            p { class: "social-proof-text",
-                {t(l, "landing.social_proof")}
-                span { class: "social-proof-highlight", {t(l, "landing.data_sovereignty")} }
+        section { class: "trust-bar",
+            div { class: "trust-item",
+                div { class: "trust-dot" }
+                span { "100% " {t(l, "landing.on_premise")} }
            }
-            div { class: "social-proof-stats",
-                div { class: "proof-stat",
-                    span { class: "proof-stat-value", "100%" }
-                    span { class: "proof-stat-label", {t(l, "landing.on_premise")} }
-                }
-                div { class: "proof-divider" }
-                div { class: "proof-stat",
-                    span { class: "proof-stat-value", "GDPR" }
-                    span { class: "proof-stat-label", {t(l, "landing.compliant")} }
-                }
-                div { class: "proof-divider" }
-                div { class: "proof-stat",
-                    span { class: "proof-stat-value", "EU" }
-                    span { class: "proof-stat-label", {t(l, "landing.data_residency")} }
-                }
-                div { class: "proof-divider" }
-                div { class: "proof-stat",
-                    span { class: "proof-stat-value", "Zero" }
-                    span { class: "proof-stat-label", {t(l, "landing.third_party")} }
-                }
+            div { class: "trust-item",
+                div { class: "trust-dot" }
+                span { "GDPR " {t(l, "landing.compliant")} }
+            }
+            div { class: "trust-item",
+                div { class: "trust-dot" }
+                span { "EU " {t(l, "landing.data_residency")} }
+            }
+            div { class: "trust-item",
+                div { class: "trust-dot" }
+                span { "Zero " {t(l, "landing.third_party")} }
            }
        }
    }
 }

-/// Feature cards grid section.
+/// Feature cards grid section. Uses gradient icon bars instead of SVG icons.
 #[component]
 fn FeaturesGrid() -> Element {
    let locale = use_context::<Signal<Locale>>();
@@ -328,44 +174,26 @@ fn FeaturesGrid() -> Element {
            }
            div { class: "features-grid",
                FeatureCard {
-                    icon: rsx! {
-                        Icon { icon: BsServer, width: 28, height: 28 }
-                    },
                    title: t(l, "landing.feat_infra_title"),
                    description: t(l, "landing.feat_infra_desc"),
                }
                FeatureCard {
-                    icon: rsx! {
-                        Icon { icon: BsShieldCheck, width: 28, height: 28 }
-                    },
                    title: t(l, "landing.feat_gdpr_title"),
                    description: t(l, "landing.feat_gdpr_desc"),
                }
                FeatureCard {
-                    icon: rsx! {
-                        Icon { icon: FaCubes, width: 28, height: 28 }
-                    },
                    title: t(l, "landing.feat_llm_title"),
                    description: t(l, "landing.feat_llm_desc"),
                }
                FeatureCard {
-                    icon: rsx! {
-                        Icon { icon: BsRobot, width: 28, height: 28 }
-                    },
                    title: t(l, "landing.feat_agent_title"),
                    description: t(l, "landing.feat_agent_desc"),
                }
                FeatureCard {
-                    icon: rsx! {
-                        Icon { icon: BsGlobe2, width: 28, height: 28 }
-                    },
                    title: t(l, "landing.feat_mcp_title"),
                    description: t(l, "landing.feat_mcp_desc"),
                }
                FeatureCard {
-                    icon: rsx! {
-                        Icon { icon: BsKey, width: 28, height: 28 }
-                    },
                    title: t(l, "landing.feat_api_title"),
                    description: t(l, "landing.feat_api_desc"),
                }
@@ -374,18 +202,17 @@ fn FeaturesGrid() -> Element {
    }
 }

-/// Individual feature card.
+/// Individual feature card with a gradient icon bar accent.
 ///
 /// # Arguments
 ///
-/// * `icon` - The icon element to display
 /// * `title` - Feature title (owned String from translation lookup)
 /// * `description` - Feature description text (owned String from translation lookup)
 #[component]
-fn FeatureCard(icon: Element, title: String, description: String) -> Element {
+fn FeatureCard(title: String, description: String) -> Element {
    rsx! {
        div { class: "card feature-card",
-            div { class: "feature-card-icon", {icon} }
+            div { class: "feature-icon-bar" }
            h3 { class: "feature-card-title", "{title}" }
            p { class: "feature-card-desc", "{description}" }
        }
@@ -441,33 +268,35 @@ fn StepCard(number: &'static str, title: String, description: String) -> Element
    }
 }

-/// Call-to-action banner before the footer.
+/// Call-to-action banner wrapped in a glass box with aurora top border.
 #[component]
 fn CtaBanner() -> Element {
    let locale = use_context::<Signal<Locale>>();
    let l = *locale.read();

    rsx! {
-        section { class: "cta-banner",
-            h2 { class: "cta-title", {t(l, "landing.cta_title")} }
-            p { class: "cta-subtitle",
-                {t(l, "landing.cta_subtitle")}
-            }
-            div { class: "cta-actions",
-                Link {
-                    to: Route::Login {
-                        redirect_url: "/dashboard".into(),
-                    },
-                    class: "btn btn-primary btn-lg",
-                    {t(l, "landing.get_started_free")}
-                    Icon { icon: BsArrowRight, width: 18, height: 18 }
+        section { class: "cta-section",
+            div { class: "cta-box",
+                h2 { class: "cta-title", {t(l, "landing.cta_title")} }
+                p { class: "cta-subtitle",
+                    {t(l, "landing.cta_subtitle")}
                }
-                Link {
-                    to: Route::Login {
-                        redirect_url: "/dashboard".into(),
-                    },
-                    class: "btn btn-outline btn-lg",
-                    {t(l, "common.log_in")}
+                div { class: "cta-actions",
+                    Link {
+                        to: Route::Login {
+                            redirect_url: "/dashboard".into(),
+                        },
+                        class: "btn btn-primary btn-lg",
+                        {t(l, "landing.get_started_free")}
+                        Icon { icon: BsArrowRight, width: 18, height: 18 }
+                    }
+                    Link {
+                        to: Route::Login {
+                            redirect_url: "/dashboard".into(),
+                        },
+                        class: "btn btn-outline btn-lg",
+                        {t(l, "common.log_in")}
+                    }
                }
            }
        }
@@ -475,6 +304,7 @@ fn CtaBanner() -> Element {
 }

 /// Landing page footer with links and copyright.
+/// Uses glass border-top styling per Glass Aurora design.
 #[component]
 fn LandingFooter() -> Element {
    let locale = use_context::<Signal<Locale>>();
--- a/src/pages/organization/dashboard.rs
+++ b/src/pages/organization/dashboard.rs
@@ -2,12 +2,14 @@ use dioxus::prelude::*;

 use crate::components::{MemberRow, PageHeader};
 use crate::i18n::{t, tw, Locale};
-use crate::models::{BillingUsage, MemberRole, OrgMember};
+use crate::infrastructure::litellm::get_litellm_usage;
+use crate::models::{BillingUsage, LitellmUsageStats, MemberRole, OrgMember};

 /// Organization dashboard with billing stats, member table, and invite modal.
 ///
-/// Shows current billing usage, a table of organization members
-/// with role management, and a button to invite new members.
+/// Shows current billing usage (fetched from LiteLLM), a per-model
+/// breakdown table, a table of organization members with role
+/// management, and a button to invite new members.
 #[component]
 pub fn OrgDashboardPage() -> Element {
    let locale = use_context::<Signal<Locale>>();
@@ -20,6 +22,20 @@ pub fn OrgDashboardPage() -> Element {

    let members_list = members.read().clone();

+    // Compute date range: 1st of current month to today
+    let (start_date, end_date) = current_month_range();
+
+    // Fetch real usage stats from LiteLLM via server function.
+    // use_resource memoises and won't re-fire on parent re-renders.
+    let usage_resource = use_resource(move || {
+        let start = start_date.clone();
+        let end = end_date.clone();
+        async move { get_litellm_usage(start, end).await }
+    });
+
+    // Clone out of Signal to avoid holding the borrow across rsx!
+    let usage_snapshot = usage_resource.read().clone();
+
    // Format token counts for display
    let tokens_display = format_tokens(usage.tokens_used);
    let tokens_limit_display = format_tokens(usage.tokens_limit);
@@ -30,26 +46,39 @@ pub fn OrgDashboardPage() -> Element {
                title: t(l, "org.title"),
                subtitle: t(l, "org.subtitle"),
                actions: rsx! {
-                    button { class: "btn-primary", onclick: move |_| show_invite.set(true), {t(l, "org.invite_member")} }
+                    button {
+                        class: "btn-primary",
+                        onclick: move |_| show_invite.set(true),
+                        {t(l, "org.invite_member")}
+                    }
                },
            }

            // Stats bar
            div { class: "org-stats-bar",
                div { class: "org-stat",
-                    span { class: "org-stat-value", "{usage.seats_used}/{usage.seats_total}" }
+                    span { class: "org-stat-value",
+                        "{usage.seats_used}/{usage.seats_total}"
+                    }
                    span { class: "org-stat-label", {t(l, "org.seats_used")} }
                }
                div { class: "org-stat",
                    span { class: "org-stat-value", "{tokens_display}" }
-                    span { class: "org-stat-label", {tw(l, "org.of_tokens", &[("limit", &tokens_limit_display)])} }
+                    span { class: "org-stat-label",
+                        {tw(l, "org.of_tokens", &[("limit", &tokens_limit_display)])}
+                    }
                }
                div { class: "org-stat",
-                    span { class: "org-stat-value", "{usage.billing_cycle_end}" }
+                    span { class: "org-stat-value",
+                        "{usage.billing_cycle_end}"
+                    }
                    span { class: "org-stat-label", {t(l, "org.cycle_ends")} }
                }
            }

+            // LiteLLM usage stats section
+            {render_usage_section(l, &usage_snapshot)}
+
            // Members table
            div { class: "org-table-wrapper",
                table { class: "org-table",
@@ -114,6 +143,144 @@ pub fn OrgDashboardPage() -> Element {
    }
 }

+/// Render the LiteLLM usage stats section: totals bar + per-model table.
+///
+/// Shows a loading state while the resource is pending, an error/empty
+/// message on failure, and the full breakdown on success.
+fn render_usage_section(
+    l: Locale,
+    snapshot: &Option<Result<LitellmUsageStats, ServerFnError>>,
+) -> Element {
+    match snapshot {
+        None => rsx! {
+            div { class: "org-usage-loading",
+                span { {t(l, "org.loading_usage")} }
+            }
+        },
+        Some(Err(_)) => rsx! {
+            div { class: "org-usage-unavailable",
+                span { {t(l, "org.usage_unavailable")} }
+            }
+        },
+        Some(Ok(stats)) if stats.total_tokens == 0 && stats.model_breakdown.is_empty() => {
+            rsx! {
+                div { class: "org-usage-unavailable",
+                    span { {t(l, "org.usage_unavailable")} }
+                }
+            }
+        }
+        Some(Ok(stats)) => {
+            let spend_display = format!("${:.2}", stats.total_spend);
+            let total_display = format_tokens(stats.total_tokens);
+            // Free-tier LiteLLM doesn't provide prompt/completion split
+            let has_token_split =
+                stats.total_prompt_tokens > 0 || stats.total_completion_tokens > 0;
+
+            rsx! {
+                // Usage totals bar
+                div { class: "org-stats-bar",
+                    div { class: "org-stat",
+                        span { class: "org-stat-value", "{spend_display}" }
+                        span { class: "org-stat-label",
+                            {t(l, "org.total_spend")}
+                        }
+                    }
+                    div { class: "org-stat",
+                        span { class: "org-stat-value",
+                            "{total_display}"
+                        }
+                        span { class: "org-stat-label",
+                            {t(l, "org.total_tokens")}
+                        }
+                    }
+                    // Only show prompt/completion split when available
+                    if has_token_split {
+                        div { class: "org-stat",
+                            span { class: "org-stat-value",
+                                {format_tokens(stats.total_prompt_tokens)}
+                            }
+                            span { class: "org-stat-label",
+                                {t(l, "org.prompt_tokens")}
+                            }
+                        }
+                        div { class: "org-stat",
+                            span { class: "org-stat-value",
+                                {format_tokens(stats.total_completion_tokens)}
+                            }
+                            span { class: "org-stat-label",
+                                {t(l, "org.completion_tokens")}
+                            }
+                        }
+                    }
+                }
+
+                // Per-model breakdown table
+                if !stats.model_breakdown.is_empty() {
+                    h3 { class: "org-section-title",
+                        {t(l, "org.model_usage")}
+                    }
+                    div { class: "org-table-wrapper",
+                        table { class: "org-table",
+                            thead {
+                                tr {
+                                    th { {t(l, "org.model")} }
+                                    th { {t(l, "org.tokens")} }
+                                    th { {t(l, "org.spend")} }
+                                }
+                            }
+                            tbody {
+                                for model in &stats.model_breakdown {
+                                    tr { key: "{model.model}",
+                                        td { "{model.model}" }
+                                        td {
+                                            {format_tokens(model.total_tokens)}
+                                        }
+                                        td {
+                                            {format!(
+                                                "${:.2}", model.spend
+                                            )}
+                                        }
+                                    }
+                                }
+                            }
+                        }
+                    }
+                }
+            }
+        }
+    }
+}
+
+/// Compute the date range for the current billing month.
+///
+/// Returns `(start_date, end_date)` as `YYYY-MM-DD` strings where
+/// start_date is the 1st of the current month and end_date is today.
+///
+/// On the web target this uses `js_sys::Date` to read the browser clock.
+/// On the server target (SSR) it falls back to `chrono::Utc::now()`.
+fn current_month_range() -> (String, String) {
+    #[cfg(feature = "web")]
+    {
+        // js_sys::Date accesses the browser's local clock in WASM.
+        let now = js_sys::Date::new_0();
+        let year = now.get_full_year();
+        // JS months are 0-indexed, so add 1 for calendar month
+        let month = now.get_month() + 1;
+        let day = now.get_date();
+        let start = format!("{year:04}-{month:02}-01");
+        let end = format!("{year:04}-{month:02}-{day:02}");
+        (start, end)
+    }
+    #[cfg(not(feature = "web"))]
+    {
+        use chrono::Datelike;
+        let today = chrono::Utc::now().date_naive();
+        let start = format!("{:04}-{:02}-01", today.year(), today.month());
+        let end = today.format("%Y-%m-%d").to_string();
+        (start, end)
+    }
+}
+
 /// Formats a token count into a human-readable string (e.g. "1.2M").
 fn format_tokens(count: u64) -> String {
    const M: u64 = 1_000_000;
--- a/src/pages/providers.rs
+++ b/src/pages/providers.rs
@@ -13,8 +13,8 @@ pub fn ProvidersPage() -> Element {
    let locale = use_context::<Signal<Locale>>();
    let l = *locale.read();

-    let mut selected_provider = use_signal(|| LlmProvider::Ollama);
-    let mut selected_model = use_signal(|| "llama3.1:8b".to_string());
+    let mut selected_provider = use_signal(|| LlmProvider::LiteLlm);
+    let mut selected_model = use_signal(|| "qwen3-32b".to_string());
    let mut selected_embedding = use_signal(|| "nomic-embed-text".to_string());
    let mut api_key = use_signal(String::new);
    let mut saved = use_signal(|| false);
@@ -59,12 +59,12 @@ pub fn ProvidersPage() -> Element {
                                    "Hugging Face" => LlmProvider::HuggingFace,
                                    "OpenAI" => LlmProvider::OpenAi,
                                    "Anthropic" => LlmProvider::Anthropic,
-                                    _ => LlmProvider::Ollama,
+                                    _ => LlmProvider::LiteLlm,
                                };
                                selected_provider.set(prov);
                                saved.set(false);
                            },
-                            option { value: "Ollama", "Ollama" }
+                            option { value: "LiteLLM", "LiteLLM" }
                            option { value: "Hugging Face", "Hugging Face" }
                            option { value: "OpenAI", "OpenAI" }
                            option { value: "Anthropic", "Anthropic" }
@@ -156,23 +156,29 @@ pub fn ProvidersPage() -> Element {
 fn mock_models() -> Vec<ModelEntry> {
    vec![
        ModelEntry {
-            id: "llama3.1:8b".into(),
-            name: "Llama 3.1 8B".into(),
-            provider: LlmProvider::Ollama,
-            context_window: 128,
-        },
-        ModelEntry {
-            id: "llama3.1:70b".into(),
-            name: "Llama 3.1 70B".into(),
-            provider: LlmProvider::Ollama,
-            context_window: 128,
-        },
-        ModelEntry {
-            id: "mistral:7b".into(),
-            name: "Mistral 7B".into(),
-            provider: LlmProvider::Ollama,
+            id: "qwen3-32b".into(),
+            name: "Qwen3 32B".into(),
+            provider: LlmProvider::LiteLlm,
            context_window: 32,
        },
+        ModelEntry {
+            id: "llama-3.3-70b".into(),
+            name: "Llama 3.3 70B".into(),
+            provider: LlmProvider::LiteLlm,
+            context_window: 128,
+        },
+        ModelEntry {
+            id: "mistral-small-24b".into(),
+            name: "Mistral Small 24B".into(),
+            provider: LlmProvider::LiteLlm,
+            context_window: 32,
+        },
+        ModelEntry {
+            id: "deepseek-r1-70b".into(),
+            name: "DeepSeek R1 70B".into(),
+            provider: LlmProvider::LiteLlm,
+            context_window: 64,
+        },
        ModelEntry {
            id: "meta-llama/Llama-3.1-8B".into(),
            name: "Llama 3.1 8B".into(),
@@ -200,7 +206,7 @@ fn mock_embeddings() -> Vec<EmbeddingEntry> {
        EmbeddingEntry {
            id: "nomic-embed-text".into(),
            name: "Nomic Embed Text".into(),
-            provider: LlmProvider::Ollama,
+            provider: LlmProvider::LiteLlm,
            dimensions: 768,
        },
        EmbeddingEntry {
Author	SHA1	Message	Date
Sharang Parnerkar	78b215bb77	ci: retrigger after transient clippy failure Some checks failed CI / Format (push) Successful in 4s Details CI / Clippy (push) Successful in 2m54s Details CI / Security Audit (push) Successful in 1m45s Details CI / Tests (push) Successful in 4m11s Details CI / Deploy (push) Successful in 1m28s Details CI / E2E Tests (push) Failing after 1s Details	2026-04-08 16:20:43 +02:00
Sharang Parnerkar	58428892a8	ci: log orca webhook response so the step isnt silent on success Some checks failed CI / Format (push) Successful in 5s Details CI / Clippy (push) Failing after 2s Details CI / Security Audit (push) Successful in 1m52s Details CI / Tests (push) Has been skipped Details CI / Deploy (push) Has been skipped Details CI / E2E Tests (push) Has been skipped Details	2026-04-08 15:09:01 +02:00
Sharang Parnerkar	24b604ce51	ci: install openssl for orca webhook HMAC signing Some checks failed CI / Format (push) Successful in 5s Details CI / Clippy (push) Successful in 2m59s Details CI / Security Audit (push) Successful in 1m54s Details CI / Tests (push) Successful in 4m16s Details CI / Deploy (push) Successful in 1m25s Details CI / E2E Tests (push) Failing after 1s Details	2026-04-08 14:56:12 +02:00
Sharang Parnerkar	a02827a34b	ci: smoke test full deploy cycle (build → push → orca redeploy) Some checks failed CI / Format (push) Successful in 4s Details CI / Clippy (push) Successful in 3m4s Details CI / Security Audit (push) Successful in 1m43s Details CI / Tests (push) Successful in 3m59s Details CI / Deploy (push) Failing after 1m19s Details CI / E2E Tests (push) Has been skipped Details	2026-04-08 12:58:53 +02:00
Sharang Parnerkar	5b431f65dc	chore(deps): cargo update to fix audit vulnerabilities Some checks failed CI / Format (push) Successful in 4s Details CI / Clippy (push) Successful in 2m46s Details CI / Security Audit (push) Successful in 1m44s Details CI / Tests (push) Successful in 3m53s Details CI / Deploy (push) Successful in 13m45s Details CI / E2E Tests (push) Failing after 15s Details Bumps transitive deps (aws-lc-sys, quinn-proto, rustls-webpki, etc.) to versions without RUSTSEC advisories. Two unmaintained-warning deps remain (fxhash via scraper, instant via async-stripe) but those are non-blocking warnings only. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>	2026-04-08 10:05:36 +02:00
Sharang Parnerkar	b5ee887387	ci: replace coolify webhook with orca deploy Some checks failed CI / Format (push) Successful in 22s Details CI / Clippy (push) Successful in 2m49s Details CI / Security Audit (push) Failing after 1m43s Details CI / Tests (push) Has been skipped Details CI / Deploy (push) Has been skipped Details CI / E2E Tests (push) Has been skipped Details Build and push image to registry, then trigger orca redeploy via HMAC-signed webhook. Coolify webhook is no longer the source of truth. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>	2026-04-08 09:31:43 +02:00
Sharang Parnerkar	75a35dbb85	feat(sidebar): add compliance scanner link from env config (#19 ) Some checks failed CI / Format (push) Successful in 4s Details CI / Clippy (push) Successful in 2m43s Details CI / Security Audit (push) Successful in 1m37s Details CI / Tests (push) Successful in 3m54s Details CI / Deploy (push) Successful in 2s Details CI / E2E Tests (push) Failing after 31s Details	2026-03-09 08:39:00 +00:00
Sharang Parnerkar	ca5da3c232	feat(ui): redesign landing page and update styling Some checks failed CI / Format (push) Successful in 22s Details CI / Clippy (push) Successful in 2m29s Details CI / Security Audit (push) Successful in 1m32s Details CI / Tests (push) Successful in 3m32s Details CI / Deploy (push) Successful in 2s Details CI / E2E Tests (push) Failing after 31s Details Overhaul landing page design with updated CSS, Tailwind config, and i18n translations across all supported languages. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>	2026-03-02 08:34:58 +01:00
Sharang Parnerkar	c9c5970971	fix(litellm): gate tests on server feature to fix cargo test --features web Some checks failed CI / Format (push) Successful in 3s Details CI / Clippy (push) Successful in 2m56s Details CI / Security Audit (push) Successful in 1m47s Details CI / Tests (push) Successful in 4m4s Details CI / Deploy (push) Successful in 4s Details CI / E2E Tests (push) Failing after 30s Details The litellm test module uses server-only structs (ActivityModelEntry, SpendModelEntry) that are behind #[cfg(feature = "server")]. Gate the test module with #[cfg(all(test, feature = "server"))] so cargo test --features web compiles without errors. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>	2026-02-26 21:11:12 +01:00
Sharang Parnerkar	fe4f8e84ae	feat: replaced ollama with litellm (#18 ) Some checks failed CI / Format (push) Successful in 3s Details CI / Clippy (push) Successful in 2m53s Details CI / Security Audit (push) Successful in 1m42s Details CI / Tests (push) Failing after 3m59s Details CI / Deploy (push) Has been skipped Details CI / E2E Tests (push) Has been skipped Details Co-authored-by: Sharang Parnerkar <parnerkarsharang@gmail.com> Reviewed-on: #18	2026-02-26 17:52:47 +00:00