Walk the AI risk controls
Place controls at the right points in a high-impact AI workflow before approving build or buy.
The late control The vendor passed procurement review, but the policy assistant is now answering employee questions with confident interpretations no lawyer has seen. Build or buy is not approved until the operating controls are placed. NIST AI RMF Map -> Measure -> Manage Map the workflow context, measure the failure types that matter, and manage controls before high-impact use. Late Review incidents after answers spread Controls move before the irreversible step. Risk controls should be proportional to impact and placed at the last reversible point. 01 Map 02 Measure 03 Manage 04 Try
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