Use DMAIC to Reduce AI Handoff Errors

AI-generated customer handoff notes miss risk details often enough that CSMs spend extra time reading CRM history. DMAIC: Define -> Measure -> Analyze -> Improve -> Control The common trap is improving the prompt without defining the defect. The team may make notes sound better while the missing-risk problem remains. Define Defect = a handoff note missing any one of three risk details: trigger, owner, or next action. A defect definition turns complaints into measurable quality. Measure Sample 100 handoffs. Baseline defect rate is 24%, with most misses in enterprise renewals. Measurement prevents the loudest anecdote from steering the fix.…

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