Media Asset Management platforms store and organize video content but lack the ability to understand what's actually happening inside those videos. This whitepaper explores how TwelveLabs addresses that gap by embedding AI-powered video intelligence directly into the MAM layer — enabling semantic search, automated metadata, and content understanding at scale — turning passive video archives into systems that can interpret meaning, intent, and context.