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AI-PRODUCT-STRATEGY5 MIN READ

Decide where humans must stay in the loop

Choose the appropriate human-in-the-loop boundary for an AI product based on consequence, reversibility, and evidence.

The AI can generate renewal-risk emails using CRM notes. Customer Success wants one-click send. Legal wants review. The pilot goal is faster outreach without unsupported claims.

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