Lattice-Based Identity and Access Management for AI Agents

**Executive summary:** This article discusses the shift to deep-learning AI agents and the resulting security and operational challenges, emphasizing the need for machine identities instead of generic API keys, the use of ABAC and zero-trust controls, per-agent authentication and monitoring, careful workflow integration, and lifecycle governance to prevent privilege abuse, hallucinations, and uncontrolled cost or access.