AI Product
Management
Learn to identify worthwhile AI problems, make defensible product decisions, and design AI experiences that people can use with confidence.
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About this lab
Good AI product work starts with the problem, not the model.
AI features introduce uncertainty into ordinary product work: outputs vary, quality needs evaluation, and user trust has to be earned. Product decisions need evidence, clear tradeoffs, and practical safeguards.
This lab turns those requirements into projects. You will frame problems, create product artifacts, plan evaluation, and communicate decisions through realistic, synthetic scenarios.
Build portfolio evidence
Create problem briefs, product strategy documents, research plans, AI feature PRDs, and measurement frameworks.
Get feedback from Vera
Vera reviews each project against the relevant rubric, highlights missing evidence, and helps you strengthen the final artifact.
Work through realistic scenarios
Use synthetic cases designed around discovery, AI UX, delivery constraints, evaluation, and product tradeoffs.
Certificate of completion
This certifies that
[Your Name]
has completed projects in AI Product Management
Curriculum
Real projects. Practical product decisions. Portfolio evidence.
Each phase begins with a realistic AI product scenario. You submit a project, receive Vera's feedback, and refine a deliverable you can include in your portfolio.
Who this lab is for
You do not need to be an engineer. You need curiosity about users, business constraints, and how AI changes product decisions.
Product managers and business analysts
Add AI product discovery, evaluation, and delivery practices to the work you already lead.
Operators, consultants, and strategists
Turn business problems into useful AI product decisions, rather than chasing tools or features.
Designers and career transitioners
Build a practical foundation in AI product work without needing to become an engineer.
Possible directions
Where this can lead
The lab helps you build evidence for AI product roles. It does not guarantee a job.
AI product manager
Product operations specialist
AI product strategist
Product discovery lead
AI metrics analyst