AI agents need their own identity before they need a gateway

Enterprise AI agents now act autonomously, authenticating with valid credentials yet dynamically choosing tools, APIs, and data sources to achieve objectives, which expands the attack surface beyond static code. Because traditional controls only verify identity, organizations must implement runtime trust mechanisms that continuously monitor agents’ actions to prevent threats such as goal drift, excessive tool invocation, and compromised knowledge sources.