Giving UX Research Eyes: AI That Watches, Not Just Listens - Interview with Aaron Cannon, Outset

Aaron Cannon, CEO and Co-Founder of Outset, returns to AI 4 UX to show how AI-moderated research is moving beyond listening. Outset's Visual Intelligence gives the AI moderator eyes: it can observe screen behavior, detect emotional signals, identify friction, and ask follow-up questions based on what participants actually do during a study. John and Aaron discuss how Outset has evolved over the past two years, how agent-assisted study creation works, why visual observation matters for usability testing, and how research teams can use AI while keeping quality guardrails in place. Outset is one of the tools featured in our Maven.com course, AI for Customer Research. This episode covers: - Visual Intelligence for AI-moderated research - AI-generated study design and agent swarms - Real-time probing based on screen behavior - Emotional signals and usability friction - The say-do gap in research - Context injection, custom moderators, and enterprise guardrails