AI Detection and Response (AIDR) vs Eve AI Agent Registry: Side-by-Side Comparison (2026)

Short answer

Enterprise and mid-market security teams deploying AI agents across multiple environments need AI Detection and Response because shadow AI and data leakage through LLMs represent detection gaps your existing stack won't catch. Zenity covers the full monitoring lifecycle from asset discovery through incident response with compliance tracking built in, addressing the ID.AM through DE.AE chain that traditional security tools skip entirely. This isn't for organizations still piloting a single internal AI app; AIDR assumes you're already managing a sprawl of SaaS agents, custom applications, and device-based models that your SIEM doesn't see. Mid-market and enterprise security teams deploying AI agents across internal tools will find Eve AI Agent Registry essential for the one thing most organizations skip: actually knowing what agents exist and what they're doing. The platform maps your agent inventory, enforces policy controls, and catches prompt injection attacks in real-time; its NIST coverage is strongest in asset management and continuous monitoring, which directly addresses the shadow AI problem most teams don't realize they have. Skip this if your agent use is still experimental or limited to third-party SaaS,Eve's value compounds only when you have enough internal AI infrastructure to worry about governance.