ai-for-product-managers
3 free lessons tagged ai-for-product-managers across Business. Each one is a short sequence of focused steps with narration and a five-question quiz at the end — take them in any order, no signup required.
Analytics, Experiments, and the Decisions You Still Own
Plain-language analytics lets a product manager query data without waiting for an analyst, and a wrong query still returns a confident number. Learn how accurate text-to-SQL really is, why metric definitions matter more than the model, how to read experiments without asking until the answer is yes, and how to measure whether AI actually saved you time.
Discovery, Specs and Prototypes: Faster Without Hollowing Out
AI can compress interview synthesis, spec writing and prototyping from days to hours, and quietly replace insight with convention along the way. Learn a traceable synthesis workflow, what testing of synthetic users found, how to use a model as a spec critic rather than an author, and what an AI-built prototype can and cannot tell you.
Where AI Fits in Product Management, and Where It Does Not
Product management bundles research, writing, analysis and judgement, and AI compresses them unevenly. This lesson maps which parts of the job change, what the field evidence on the jagged frontier shows, why a good assistant can make its user worse, and which product data should never reach a tool.