NIST AI RMF for LLM Deployment

The NIST AI RMF is a pre-flight checklist for organizational AI risk, not merely a code review. It gives teams a shared vocabulary to justify LLM deployment across legal, security, and fairness dimensions by mapping, measuring, managing, and governing risks continuously. Unlike narrow technical audits, it forces cross-functional alignment. The footgun is treating it as a static compliance checkbox instead of a living process that evolves with model behavior and business context.