Recall the guardrail review questions that map to NIST AI RMF Govern, Map, Measure, and Manage.
GMMM What four NIST AI RMF functions anchor a guardrail review? Think ownership, context, evidence, response. Framework The fastest Govern question Who is accountable for accepting residual AI risk after guardrails are applied? If nobody owns residual risk, the launch review is not complete. Evidence check: weak vs strong Compare Measure asks for proof, not confidence. Objection: 'This is just an internal helper, not a real AI system.' A team wants to skip review because the tool is employee-facing. Your line Internal tools still affect decisions, data exposure, and customer outcomes. Let's scope the review to actual impact instead of…
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