Leading AI Products
Make the right AI product decisions — what to build, when to ship, and how to measure success. For anyone who owns a product roadmap.
LLM Fundamentals for PMs
Learn what an LLM can and can't do reliably so you can decide which problems are worth putting in front of it.
AI Capabilities & Limitations
Understand hallucination as a structural property of LLMs and learn the three defences PMs must design in before shipping.
Measuring AI Product Success
Build a three-layer metrics framework that catches AI quality regressions before they become business problems.
Prompt Design for PMs
Write and version system prompts as product specs — with role, goal, format, and constraints that prevent failure modes before they reach users.
AI Product Design Patterns
Choose between automation, augmentation, and inspiration modes using a stakes-and-reversibility framework.
Building the Business Case for AI
Build a defensible AI investment case using ROI models, TCO analysis, and a build/buy/partner decision tree.
AI Safety, Ethics, and Responsible Product Decisions
Identify AI risk categories, assign ownership, and navigate the EU AI Act before your feature ships.
Working with AI Engineering Teams
Write AI feature specs that give engineering a clear build target, eval criteria, and a rollback trigger.
Certification Quiz
Pass with 80% or higher to earn your certificate