NIST AI risk cards for consulting reviews
Recall practical NIST AI RMF risk questions for AI pilot reviews.
MMMG What four jobs does NIST AI RMF push into an AI risk review? Context, tests, controls, ownership. Risk sequence Measure vs manage Do not confuse evidence with control A pilot needs both. Measurement without controls is observation; controls without measurement are guesses. The sponsor says risk review is slowing innovation. We cannot spend weeks on governance before learning anything. Sponsor pressure to scale after a polished demo. Your line Agree. The goal is not heavy governance before learning; it is lightweight controls that let us learn without exposing customers or the brand. Do not frame risk as a blocker.…
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