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AI-FOR-PRODUCT-MANAGERS5 MIN READ

Work a vague AI feature request into a reviewable PRD spine

Convert a broad AI feature request into a PRD spine with scope, guardrails, and success criteria.

Request: “Build an AI onboarding copilot for our revenue team.” The current ask is broad, emotionally appealing, and impossible to estimate responsibly. PRD spine = decision moment -> trusted inputs -> unacceptable miss -> non-goals -> pilot metric Teams often turn a broad AI request into a broad feature list. That creates false alignment because everyone sees their own favorite use case in the same document. Step 1 Rewrite the request as a user decision: “After week one, a frontline manager decides whether a new seller is ready for independent outreach.” This removes vague ambition and gives the PRD a…

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