Run the system in production with continuous monitoring, drift detection, and incident response.
Own the Number – Measure Against Baselines, Report When You Miss
Keep the Watchdog Sharp – Coverage, Alerts, Drift, Fairness, GenAI
Listen, Handle, Improve – Feedback and Complaints into Compliance and Change
Plan for Growth – Baselines, Scaling, Cost, DR
Prove It Quarterly – Report, Audit Readiness, Model Card, Regulatory Watch
Runbooks Current, On-Call Ready, Knowledge Captured