AI Adoption & Transformation

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Foundation Spec-Driven Development Product & Strategy

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© 2026

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Product & Strategy

AI adoption strategy, use case prioritization, product thinking, and ROI measurement for product managers, founders, and organizational leaders.

16 lessons

Introduction to AI Adoption

Understand what AI adoption means, identify common patterns and failure modes, and assess your organization's readiness across four dimensions.

4 lessons

AI Strategy for Organizations

Build an AI strategy aligned to business goals, prioritize use cases, roadmap initiatives, and produce a one-page strategy document.

4 lessons

AI for Product Teams

Apply AI across the product lifecycle, distinguish AI-native from AI-augmented features, define product metrics for AI behaviour, and scope AI features.

4 lessons

AI Metrics and ROI

Define what to measure, distinguish leading from lagging indicators, apply a four-dimension ROI framework, and build an AI impact tracking worksheet.

4 lessons