Methodologies
Product discovery with AI: practices that stick
Two years in, AI helps product discovery in one place above all: synthesizing interview transcripts. Generating hypotheses without real data has failed repeatedly, and simulated users produce systematic false positives about adoption. The practices that stick keep a human doing the critical analysis, because AI amplifies a good process and speeds a bad one toward failure.