Understand NIST AI RMF: Functions, Not a Checklist
Explore the NIST AI Risk Management Framework's four key functions—Govern, Map, Measure, and Manage—and learn to apply them as a continuous process rather than a checklist. Understand how governance shapes decisions, evidence, and controls across AI lifecycles in Department of Defense and federal environments, enabling better oversight and reassessment triggers.
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A single-page diagram labeled Govern, Map, Measure, and Manage can look like a four-step checklist. Someone copies it into a slide deck, adds checkboxes, and plans to get through it. That move feels efficient because it turns risk work into a march from left to right. It fails because AI risk does not stay put once the first review meeting ends.
The diagram is the NIST AI Risk Management Framework (AI RMF), a voluntary framework from NIST for managing risks from AI systems. It is meant to organize decisions and evidence across the AI lifecycle, not to act as a one-time approval. AI RMF 1.0 may be revised, so teams should verify the current published version before relying on details like subcategories or ...