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AI-PRODUCT-STRATEGY5 MIN READ

Carry the AI risk battlecards

Use risk battlecards to respond to AI launch objections with mapped controls and evidence.

What if the AI hallucinates? Your line We are not relying on free-form answers for launch. High-impact responses require retrieval citations, unsupported-claim sampling, and human approval above the risk threshold. Do not say "the model is accurate." Accuracy without context does not answer hallucination risk. Grounding Battlecard What if customer data leaks? The pilot uses tenant-scoped retrieval, role-based access checks before generation, no customer-data training, and audit logs reviewed by Security. Do not answer privacy with generic vendor trust. Name the data boundary. Privacy What if it treats user groups differently? We will measure performance on the priority slices we…

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