The AI Product Management Stack for 2025
A practical stack for Product Managers: tools, prompts, and workflows that shorten cycles and improve decisions.
Why a stack, not a tool
Principles: shorten feedback loops, make decisions visible, and automate the grunt work.
Discovery
• Customer input: tl;dr summaries, pattern mining
• Rapid hypothesis drafting (prompt set)
Shaping & specs
• 1-pager PRD template (Notion)
• Acceptance criteria generator
Delivery
• Story slicing with prompts
• Definition of done checklist
Metrics & learning
• KPI ladder and scorecard
• Post-launch decision tree
Toolkit
ChatGPT / Claude, Notion AI, Airtable / Retool, PostHog, Loom.
Download the AI PM Starter Kit in Start Here.
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"Every great product stack starts with clarity, not code"