This case study explores how AI-powered personalization transformed event discovery on a large-scale ticketing platform. By shifting from static curation to behavioral intelligence, personalized event recommendations delivered conversion rates up to 10 times higher than baseline performance, turning AI from a UX feature into a measurable revenue engine.