Every AI system acts through APIs: retrieving context, invoking tools, and chaining decisions across enterprise infrastructure. Yet most organizations govern API security, generative AI defense, and non-human identity management as separate disciplines, leaving the gaps unprotected. This Leadership Brief maps the AI-specific threat landscape at the API layer, explains where conventional controls fall short against autonomous agents operating with delegated authority at machine speed, and delivers practical recommendations for closing the gap.