AI for Product Managers: Discovery, Specs, and the Calls You Own

Product management bundles research, writing, analysis and judgement, and AI compresses them unevenly. This path maps where the fit is genuine using field evidence on the jagged frontier, then builds working practices: traceable interview synthesis, specs where the model critiques rather than authors, and prototypes that answer a stated question. Then analytics: how often generated queries are wrong, why metric definitions matter more than the model, and how to read experiments without asking until the answer is yes.