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AI-FOR-CUSTOMER-INSIGHTS5 MIN READ

Sort AI insight risks into the AI RMF functions

Classify AI customer-insight risks as Govern, Map, Measure, or Manage work.

Place each AI customer-insight risk in the NIST AI RMF function where it should be addressed first. Govern Map Measure Manage No accountable owner for approving weekly AI churn summaries The intended use is unclear: monitoring dashboard or executive recommendation Enterprise accounts are overrepresented because their CSM notes are longer No process exists to retract a bad insight after customers or teams dispute it Customer quote redaction policy has not been defined Potential harm if pricing claims are treated as causal without validation Theme accuracy has not been checked against a human-coded sample No drift review after the ticket taxonomy…

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