Runtime Security and Governance for Agentic AI

Eve Security provides a runtime security and governance control plane built specifically for agentic AI systems. As enterprises deploy autonomous AI agents that interact with internal tools, data, and business systems, Eve gives security teams visibility into agent behavior and the ability to enforce policies on what those agents are allowed to do. The platform is aimed at CISOs, security operations teams, and compliance leaders who need to manage the new risks introduced by autonomous agents.

The platform centers on two capabilities. AIDR, its AI Detection and Response component, observes agent behavior in real time to flag risky actions, abnormal decisions, and policy drift as agents operate across systems. Runtime Control intercepts and evaluates agent actions before execution, allowing teams to permit, block, or modify operations based on enterprise policy. Eve emphasizes policies that understand both the intent behind a request and the data involved, going beyond static rule-based controls.

Eve Security promotes an Agent-in-the-Loop approach, embedding governance and oversight directly into the agent execution path rather than relying solely on after-the-fact monitoring. The result is real-time enforcement combined with audit-ready evidence trails and risk scoring, with integrations into existing security infrastructure such as SIEM and SOAR tooling. The company raised a $3 million seed round and is backed by Live Oak Ventures and Tau Ventures.