A health platform preparing to monetize needed to know which AI-powered features felt worth paying for, and which ones failed to meet real-life behavior.

I helped the team uncover what users genuinely trusted, what they quietly resisted, and how AI could support shifting health goals in a world where no one’s routine ever goes as planned.