# SCRIMED LLMOps Observability Layer

SCRIMED LLMOps Observability records synthetic/no-PHI trace metadata only. It does not store raw PHI, raw connector payloads, credentials, live patient data, clinical authority, production readiness claims, or customer go-live approval.

## Trace Fields
- trace id
- agent id
- model id
- latency
- cost estimate
- token estimate
- safety event count
- policy decision
- benchmark status
- rollback readiness
- production readiness false by default

## Synthetic Traces
- trace-synthetic-agent-governance-001: agent=sentinel-supervisor; model=synthetic-policy-model; policy=require_review; benchmark=caution; production_ready=false
- trace-synthetic-retrieval-001: agent=hybrid-retrieval-router; model=synthetic-ranking-engine; policy=allow; benchmark=pass; production_ready=false