Broadcasters have vast libraries of high-value content, yet finding the right moment, scene, or emotional beat still requires hours of manual review. This session examines how AI-driven scene intelligence is fundamentally changing that equation. By analyzing video frame by frame, understanding context, emotion, narrative arc, and character dynamics, next-generation systems now enable production teams to describe what they need in plain language and retrieve the exact right clip in seconds. From speeding up promo turnaround to setting up a compliance assessment for a film’s TV version, this session looks at the technical architecture behind contextual video understanding and how it affects broadcast operations teams.