feat(admin): build the AI Policy console (§6) — approved, spec now implemented
New admin tab "AI" (app/(main)/admin/_tabs/ai-policy.tsx): provider-class toggles, server model allow-list, BYOK provider allow-list, seats/usage (front-end for the already-real lib/ai/entitlement.ts), retrieval on/off, consent text + version bump. Real backend, not cosmetic: AiConsoleConfig persisted via config-manager (lib/ai/types.ts, ai-policy.json in the CONFIG dir). New GET/PUT /api/admin/ai/policy. Enforcement wired at every real chokepoint, not just the picker: /api/ai/server/chat checks classesEnabled.server and the model allow-list, /api/ai/retrieve checks retrievalEnabled, /api/ai/server/models filters by allow-list. GET /api/ai/policy folds classesEnabled into the classes list clients see. Resolved the spec's 3 open questions as recommended: BYOK allow-list stays client-side/advisory (wired into ai-assistant-settings.tsx's addProfile), tier picker stays cosmetic, master aiAssistantEnabled toggle stays in the existing Policy tab (this tab links to it instead of duplicating it). Defaults preserve today's behavior exactly (classesEnabled/allowlists all start empty/null) — turning this on changes nothing until an admin touches it.
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@@ -7,6 +7,7 @@ export const ADMIN_TABS = [
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'branding',
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'auth',
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'policy',
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'ai-policy',
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'plugins',
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'themes',
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'marketplace',
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