Walk a risky AI use case into a governed pilot

The risk call Recruiting wants AI candidate ranking because the inbound queue is overwhelming. The value is real, but the use case affects people and decisions, so adoption depends on trust. NIST AI RMF Govern -> Map -> Measure -> Manage Each function turns a risky AI idea into a more explicit operating decision. Shortcut Launch ranking because it saves time. The pilot protects trust while learning whether the workflow is viable. High-impact AI use cases need visible accountability, not informal experimentation. G Govern M Map T Measure C Manage

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