DEMO MODE — identity is self-asserted, not authenticated. Roles are picker-selected; audit attribution is not a verified identity. Set AUTH_SECRET to enable SSO.
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Policy-gated search · OPA-gated · signed provenance

Search your manufacturing data

The planner turns your question into gate-enforcing tool calls. Every number is computed by metric.aggregate, which runs the same deterministic quality gates the curation pipeline uses. When the data behind an honest answer is bad — too sparse, stale, or quarantined — the agent refuses and tells you which rule blocked it, instead of guessing. Every call is signed into the provenance chain.