Aiceberg Guardian Agent vs Raven Runtime AI Agents: Side-by-Side Comparison (2026)

Aiceberg Guardian Agent: Provides real-time monitoring and oversight for agentic AI systems. built by Aiceberg. Core capabilities include Real-time monitoring of agentic AI workflows, Tracking of LLM calls, tool executions, and memory access, Input-to-output linking across agent workflows..

Raven Runtime AI Agents: Runtime platform to discover, monitor, and control AI agents in production apps. built by Raven. Core capabilities include Automatic runtime discovery of AI agents in production without registration or tagging, Real-time monitoring of agent behavior including data access, API calls, and code paths, Policy-based runtime controls to alert or block unsafe agent actions..

Both serve the Agentic AI Security market but differ in approach, feature depth, and target audience.

Aiceberg Guardian Agent differentiates with Real-time monitoring of agentic AI workflows, Tracking of LLM calls, tool executions, and memory access, Input-to-output linking across agent workflows. Raven Runtime AI Agents differentiates with Automatic runtime discovery of AI agents in production without registration or tagging, Real-time monitoring of agent behavior including data access, API calls, and code paths, Policy-based runtime controls to alert or block unsafe agent actions.

Aiceberg Guardian Agent is developed by Aiceberg. Raven Runtime AI Agents is developed by Raven. Vendor maturity, funding stage, and team size can be important factors when evaluating long-term viability and support quality.

Aiceberg Guardian Agent and Raven Runtime AI Agents serve similar Agentic AI Security use cases: both are Agentic AI Security tools, both cover Visibility. Review the feature comparison above to determine which fits your requirements.