Universal Query Platform
Build intelligent applications without rebuilding the AI infrastructure. Bring your application — UQP provides query processing, context, memory, knowledge, model routing, agents, tools, workflows, execution and verification.
Platform architecture
Every query traverses the full intelligence stack
- 01AI Application
- 02UQP API
- 03Query Engine
- 04Context + Memory + Knowledge
- 05Model Router
- 06Agent / Workflow Engine
- 07Tools / Computer / APIs
- 08Verification
- 09Structured Result
System health
Live readiness probe
Checking platform health…
Query pipeline
Your telemetry
Volume, latency, errors, cost and usage are computed per application
Request volume, success rate, p50/p95/p99 latency, provider and tool failures, queue backlog, retries, rate limiting, quota exhaustion, tokens and cost are rendered from real execution telemetry in the signed-in console. Sign in and pick an application to see them.
Platform modules
Each application is isolated with its own keys, context and memory
Durable executions, admission control, idempotency.
pgvector retrieval and assembled context packs.
Resumable step machines on the shared execution ledger.
Protocol-agnostic providers with SSRF-hardened egress.
Signed webhooks, dedupe, rule matching, durable cron.
Grounding checks, allow/deny/ask, durable approvals.
What UQP is not
Positioning
- Not another LLM.
- Not another chatbot.
- Not simply RAG.
- Not simply an agent framework.
UQP combines the infrastructure required to build intelligent applications — and exposes it through one API, one SDK and one observability plane.