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AI-CUSTOMER-SERVICE5 MIN READ

Recover after an AI policy mistake

Recover from an AI support mistake by correcting the customer, preserving evidence, and improving the control.

Trust event The AI gave the wrong pause-plan policy to 62 customers. The team needs to act before more customers rely on it. A policy mistake becomes larger when the same workflow keeps answering while the team debates wording. Contain -> Correct -> Learn Recover the customer and the control system A managed AI service treats a wrong answer as an incident: stop repeat exposure, correct affected customers, and change the mechanism that allowed the mistake. Patch quietly Fixes content but leaves customers misled Trust recovery becomes visible and auditable. The customer-facing correction and the system fix are both required.…

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