Sort Evidence Into Map, Measure, and Manage

Sort each item by the AI RMF function it primarily supports. Map Measure Manage List of customer segments affected by auto-refund decisions False approval and false denial rates by claim type Pause rule when appeals exceed threshold for two consecutive days Data source inventory and freshness assumptions for order history Shadow-mode comparison between agent recommendation and analyst decision Named owner who can reduce refund authority without a new steering meeting Boundary that excludes refunds tied to regulated products Post-launch monitoring chart for drift and appeal volume three evidence buckets gap score chips

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