Building AI Product Roadmaps
How to prioritize AI features, deal with uncertainty, and roadmap when capabilities change fast.
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- Article35 min
Basecamp - Shape Up
Time-boxed bets when model capabilities shift quarterly.
Open resource - Docs22 min
ProductBoard - Roadmap prioritization
Scoring frameworks with AI uncertainty in mind.
Open resource - Article28 min
Cagan - Opportunity solution trees
Mapping outcomes when solutions involve models.
Open resource - Article30 min
McKinsey - AI adoption playbook
Sequencing automation vs augmentation initiatives.
Open resource - Article18 min
Linear - Planning in public teams
Cycles and milestones with research spikes.
Open resource - Article16 min
Airfocus - Now-next-later roadmaps
Buckets that tolerate shifting model timelines.
Open resource
