AI qualitative research is a methodological shift, not just AI-powered transcription. A 5-step workflow with humans framing the question and validating insight, AI doing the messy middle.

UX research has been stuck at n=5 because of researcher economics, not methodology. AI moderation lets you run 200 structured interviews in days — and changes what research questions you can answer.