Human-in-the-Loop AI Deployment with IPE

Human-in-the-loop (HITL) AI governance is widely mandated but lacks detailed operational guidance on implementation. The Integrated Process Excellence (IPE) framework offers a structured method to translate HITL policy into clear, controlled, and improvable processes. This approach addresses gaps in oversight by specifying decision points, evidence review, timing, authority, and feedback mechanisms.