Whether training data has a lawful basis and documented lineage

Situation

Vendor-diligence reviewer for AI tools in a retailer using generative AI in customer service has to close training data has a lawful after a customer complaint that a chatbot invented a refund policy. The file is post-deployment drift report the owner never signed. The event is a customer complaint that a chatbot invented a refund policy. Those are not the same fact. Vendor-diligence reviewer for AI tools should say what post-deployment drift report the owner never signed can support, what is still missing, and which option is defensible now.

Decision

Training data has a lawful for vendor-diligence reviewer for AI tools in a retailer using generative AI in customer service, using post-deployment drift report the owner never signed after a customer complaint that a chatbot invented a refund policy.

Hypotheses to test

• A customer complaint that a chatbot invented a refund policy is an isolated miss in a retailer using generative AI in customer service and does not force a change to training data has a lawful.
• Post-deployment drift report the owner never signed is enough for vendor-diligence reviewer for AI tools to act on training data has a lawful now.
• Training data has a lawful should stay reversible: a compensating control, not a permanent path.
• Post-deployment drift report the owner never signed does not contain the missing fact; hold is the only defensible close.

Analysis required

• Trace the model input/output path in post-deployment drift report the owner never signed and mark each hop as approved use, shadow use, or unlogged.
• Separate a model defect from a control failure using the prompts and human edits recorded in post-deployment drift report the owner never signed.
• Check the inventory line and intended purpose against EU AI Act / exam-readiness language after a customer complaint that a chatbot invented a refund policy.
• Verify data provenance and human oversight for the system training data has a lawful actually turns on.

Recommendation

State the call post-deployment drift report the owner never signed can support on training data has a lawful. If the missing fact is absent, hold — do not invent pages a retailer using generative AI in customer service does not have.