Learn why identity control, including authentication and authorization adapted for AI agents, should guide secure agentic AI access to APIs.

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Agentic AI systems interact with APIs in unpredictable, probabilistic ways that traditional security models struggle to handle. Identity control offers a solution by explicitly identifying AI agents and adapting authentication and authorization flows to their behavior. Key approaches include machine identity systems like SPIFFE/SPIRE, fine-grained access control models (ABAC/PBAC) that handle experimental agent behavior, and identity-driven governance for delegation and federation. While standards are still evolving, combining these identity management techniques with zero-trust architectures provides a practical foundation for securing agentic API access.

How Identity Guides Agentic AI Use of APIs

The Problem with Agentic AI and Traditional API Access

Solving Agentic Security With Identity Control