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AI-FLUENCY5 MIN READ

Slow down one-click automation

Redirect a stakeholder from full AI automation toward a pilot with human review and monitoring.

Dana D Support Director 1 Goal 2 Risk 3 Pilot Automation pressure 20 sec What is happening Refund volume is high and Dana wants AI to approve small refunds automatically by Friday. The pressure is real, but the team has not measured error costs or edge cases. $50 proposed auto-refund cap 0 measured error rates

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