AI MODE
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Manage
Datasquiz Apps control plane.
Operate the marketplace, linked infrastructure, billing, and app catalog with the same super-tenant dashboard rhythm used across the Datasquiz platform.
GENERATIONS THIS MONTH
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ACTIVE MEMBERSHIPS
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MRR
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Select a marketplace persona to preview which manage panels are visible. The active admin session keeps the same persona on reload while hidden panels stay out of view.
Risk Triage
Apps marketplace posture — routing, linked infra, catalog queue, and health.
⚠️ Issues
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Apps-scoped triage for token gaps, AI routing, stale heartbeats, generation queue backlog, and health warnings.
🎛 Mission Control
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Platform posture, current routing mode, and quick access into the operator flows we use most.
Routing posture
Control plane linkage, AI mode, and standby behavior
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Commercial flow
Customers, memberships, and issued access links
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App library
Catalog health, featured app, and deployment checks
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⚙️ Fallback AI
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Standalone fallback providers when the linked AI pool is unavailable — engine routing lives in Infrastructure.
🛰 Monitoring
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Three operator lenses — sales, customer usage, and platform/AI health. Partial metrics show honest empty states until pipelines are wired.
Sales monitoring
LoadingWeb viewsShopfront traffic
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Previews readyCatalog apps with preview media
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ConversionsCheckouts → paid
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Customer monitoring
LoadingDaily active usersUnique customers with launches today
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App launches this monthLaunch events this calendar month
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Time to appActivation → first launch
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Top apps (this month)Highest-launch apps
Top 5Platform / AI monitoring
LoadingTokens this monthFrom usage log
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Time to responseAvg latency (ms) where recorded
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Apps / AI nodeComposer + linked gateway posture
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Compute postureGPU vs CPU node breakdown
LoadingQueries by providerWhich AI provider served requests this month
—Media capabilitiesVoice / image / video availability
—Current healthLatest operator health run
Not runUsage snapshotMonthly generation quota
0%No activity captured yet.
Runtime syncApps server ↔ control plane alignment
LoadingActivity operationsHealth, billing sync, AI pool
Audit log Recent platform activity events›
Expand to load audit entries.
💳 Billing
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Membership KPIs and a paged event ledger. Search and filters keep the DOM bounded for 1000+ customers.
MRR
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Active memberships
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Paid (30d)
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Failed (30d)
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Pending setup
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Event total
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Billing summary
Active memberships and recurring revenue tracked by the apps marketplace
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Billing events
Paged ledger — max 50 rows per page
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👥 Customers
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Review purchase-activated customers, issued portal links, and lifecycle state. New customers register via shop checkout.
Operator override only Customers register via shop checkout — use only for support or bootstrap
Customer directory
Purchase-activated customers, portal paths, and lifecycle state
Outbound access links
Email queue and generated links issued during tenant activation
Mail queue
📦 Marketplace
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Manage marketplace apps, rescan the mounted repository, and keep deployment verification visible.
AI Composer (marketplace apps) — generates kid-safe catalog apps using the shared DatasquizAppFrame scaffold on apps.datasquiz.com.
For tenant infrastructure stacks and deployment blueprints, use Use Case Generator on ai.datasquiz.com/manage → Settings instead.
AI Composer
Generate marketplace apps from ideas — online via linked AI node, offline queued in APP_IDEAS.md order
Composer
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Queue depth: —
Last generation: —
App Content Sync
Re-sync shopfront demo content when AI models drift — uses linked AI node heartbeat
Sync
Checking AI pool…
Resync queue: 0
Deployment reports
Versioned deploy-test history for marketplace apps
Versioned
Platform operations
Refresh routing state, rescan the catalog, and relink marketplace metadata
🖥️ Infrastructure
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Platform tenant linkage, engine routing mode, AI pool connect, and control-plane reachability — one save path for routing posture.
1. Bootstrap
Run Script 0 on the apps node → heartbeat registers via bridge
2. Token
POST /api/manage/actions/set-control-plane-token with dqcp_ or dqgh_ key
3. AI pool
GET /api/manage/ai-pool → POST /api/manage/ai-pool/connect
Linked server status
Connection, heartbeat, route, and gateway readiness — same infra-node-card grid as ai.datasquiz.com/manage
Pending
AI Node pool
Datasquiz AI infrastructure — ProxyLLM routing to the GPU node pool
Pending
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No AI pool connected. Discover available nodes from the control plane, select one, and enter the ProxyLLM key.
ModelDefault model for Apps generation traffic
🎬 OpenMontage video service
AI video generation for Apps — served via the linked AI node pool's
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media_video adapter
Video generation is available when a linked AI node has media_video in its enabled services. Video-capable apps (bedtime-story, fakeai-trainer video mode) degrade gracefully when offline.
Configure via AI pool node selection on ai.datasquiz.com/manage → Infrastructure. This card is informational — no settings are managed here.
Control plane operations
Update or rebuild ai.datasquiz.com from the linked apps control panel
Pending
Set control-plane admin token (API-first)
Pull & restart is the fast path for UI/code changes. Rebuild web container is for dependency or Docker changes. Sync AI nodes refreshes AIPlatformAutomation on active GPU nodes.
Marketplace operations
Redeploy this marketplace (git pull + rebuild + restart) without SSH
Ready
Pulls latest code, rebuilds the marketplace image, and restarts. Verifies the running build matches the expected commit (~1-2 minutes downtime).
Manual bootstrap and repair
Apps node invite + stale-record repair — rarely needed after initial setup
Auto
🛡 Safety Incidents
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Operator review queue for child-safety incidents. All entries are PII-redacted at ingestion. Use filters to triage by severity or status.