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30 Days. 30 Free AI PM Frameworks — Browse all of them →Day 1: The AI Product Landscape — AI-native vs AI-enhanced vs AI-enabled vs AI-augmentedDay 9: CRISP Prompting Framework — Improve your AI output accuracy from 65% to 85%Day 28: AI PM Career Framework — 3 pathways to become an AI PM with timelines & salariesDay 7: AI Metrics Framework — 3-layer metrics hierarchy every AI PM needsDay 14: Evaluation & Testing Framework — Ship AI features at >85% qualityDay 17: AI Product Roadmap Framework — Now 70% · Next 20% · Future 10%Day 2: Build, Buy, or API Decision Framework — Make the right call every time30 Days. 30 Free AI PM Frameworks — Browse all of them →Day 1: The AI Product Landscape — AI-native vs AI-enhanced vs AI-enabled vs AI-augmentedDay 9: CRISP Prompting Framework — Improve your AI output accuracy from 65% to 85%Day 28: AI PM Career Framework — 3 pathways to become an AI PM with timelines & salariesDay 7: AI Metrics Framework — 3-layer metrics hierarchy every AI PM needsDay 14: Evaluation & Testing Framework — Ship AI features at >85% qualityDay 17: AI Product Roadmap Framework — Now 70% · Next 20% · Future 10%Day 2: Build, Buy, or API Decision Framework — Make the right call every time
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AI PM Frameworks.

30 frameworks every AI Product Manager needs — one per day, posted free on LinkedIn. Browse all of them in one place.

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AI Feature PRD Template

The 10-section PRD built specifically for AI features. Covers model success criteria, failure mode design, responsible AI review, and rollout strategy — everything a standard PRD misses.

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AI Readiness Scorecard

Audit your org across 6 dimensions. Score 20 criteria across data readiness, technical capability, product strategy, responsible AI, and organisational readiness. Know exactly where to invest first.

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AI Vendor Evaluation Checklist

43 questions to ask any AI vendor before you sign. Covers capability, latency, security, privacy, cost at scale, support, and long-term lock-in risk across 7 categories.

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Prompt Engineering Cheat Sheet for PMs

10 prompt patterns every PM needs — with ready-to-use templates and real examples. Role prompts, chain-of-thought, format enforcers, PRD drafting, and more.

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AI KPI & Metrics Starter Kit

Every metric an AI PM needs, from model performance to business impact. Built around the METRICS framework — 7 layers covering model, engagement, trust, revenue, infra, compliance, and safety.

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Build vs. Buy vs. Fine-Tune Framework

Stop debating. A 4-step decision framework that walks you through every scenario, trade-off, and constraint — so you can make and defend the right call every time.

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