Architecture for Secure Enterprise AI Agents

Enterprise AI agents need deterministic safety rails around probabilistic LLMs. A production-ready HR agent architecture uses multi-level ACL, pre/post-filters against jailbreaks and injections, SHA-256 vector store integrity checks, and Human-in-the-Loop workflows for high-risk actions. Security is enforced at database query layer, not prompt layer.