The Audit Trail Nobody Acts On

The enterprise AI governance stack has excellent dashboards and almost no enforcement. An audit trail nobody acts on is observability theater. This brief presents the four-move pattern that closes the gap: a structured run record, telemetry baselines with anomaly thresholds, a policy-as-code release gate, and a human-in-the-loop exception that is defined rather than open-ended.