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How to Set Up Feedback for Incorrect AI Answers Without Collecting Extra Personal Data

11/10/2026

Feedback can improve an assistant, but collecting full conversations may retain sensitive data without clear need.

Checks to make

Offer structured error categories, collect only necessary context, redact sensitive fields, and define retention and access. Link feedback to model and source versions so teams can investigate without storing more user data than required.

When to get help

AI governance can design useful feedback with data minimization. Informatix Systems can assess the symptoms, evidence, and next steps. Contact Informatix Systems to discuss this issue.