A new HBR piece maps how AI is transforming qualitative research. The conversation infrastructure works. But what determines whether you end up with more data or genuine understanding is the science underneath.
Anthropic ran the largest qualitative study ever — 81,000 AI interviews across 159 countries. The conversation format works. But what you build on top of it determines whether you get a report of what people said, or evidence you can act on.