Aiceberg Guardian Agent vs Eve AI Agent Registry: Side-by-Side Comparison (2026)

Aiceberg Guardian Agent

Mid-market and enterprise security teams deploying autonomous AI agents need Aiceberg Guardian Agent because it's the only tool that actually traces agent decisions back to their inputs with deterministic oversight, not just logging what happened after the fact. The millisecond-latency monitoring and patented explainable AI technology deliver the input-to-output linking that NIST DE.CM and DE.AE demand, giving you real control over LLM calls and tool execution chains before they cause damage. Skip this if your agents are simple retrieval tools or if you're still in the "let's see what happens" phase; Guardian Agent is built for teams that need to audit and justify every agent action to compliance.

Eve AI Agent Registry

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.