Aiceberg Guardian Agent vs CloudMatos Aegis Gateway: 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.

CloudMatos Aegis Gateway

Enterprise and mid-market security teams deploying multi-agent AI systems need CloudMatos Aegis Gateway because it's the only runtime control point that actually stops agent actions before they happen, not after; parameter-level API access control and sub-20ms policy evaluation mean you can enforce governance at the speed agents operate. The tool covers all five NIST CSF 2.0 categories across access control, data protection, and continuous monitoring, with immutable audit logs that satisfy compliance requirements without friction. Skip this if your AI systems are still single-agent or if you're looking for a detection-only solution; Aegis Gateway is built for enforcement, not visibility.