AI Governance and Drift Detection Tools

Most AI governance focuses on approval, compliance, documentation, and security. This checklist focuses on what happens after deployment, when AI systems become embedded in real workflows and begin shaping decisions, language, judgment, and organizational behavior. The framework helps organizations evaluate whether they can detect and correct AI drift before it becomes normalized inside daily operations.

Download: AI Governance Checklist: Drift Detection, Semantic Fidelity, and Reality Alignment (PDF)


Related Framework Concepts