Building AI for Democratized Research

Democratizing research sounds great in theory, but in practice it often means inconsistent methods, overconfident teams, and findings you can't trust. The fix isn't to lock research back down. It's to build smarter guardrails.
This talk walks through how to use AI to create tools that empower product teams to own their research while keeping the quality bar high. You'll learn what guardrails actually matter, how to drive adoption when teams think they don't need help, and how to go from idea to working MVP fast.
Whether you're a researcher trying to scale your impact or a team lead looking to build more autonomously, you'll leave with a practical blueprint you can start applying immediately.