AI Governance Is Not a One-Time Check: Avoid Governance Debt with System Inventories and Change Control
The NIST AI RMF emphasizes that risk management must span the AI system lifecycle. This article outlines how companies can govern continuously with system inventories, change triggers, accountable owners, and decommissioning procedures.