Aiceberg Guardian Agent vs Arrakis Security Platform: 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..

Arrakis Security Platform: Security platform for behavioral visibility and control over autonomous AI agents. built by Arrakis Security. Core capabilities include Live inventory and discovery of sanctioned and unsanctioned AI agents, Dynamic behavioral profiling of non-human agents, Real-time monitoring of agent actions against security policies..

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. Arrakis Security Platform differentiates with Live inventory and discovery of sanctioned and unsanctioned AI agents, Dynamic behavioral profiling of non-human agents, Real-time monitoring of agent actions against security policies.

Aiceberg Guardian Agent is developed by Aiceberg. Arrakis Security Platform is developed by Arrakis Security. The vendor behind a product decides its roadmap, support, and longevity, so check each company's profile before you commit.

Aiceberg Guardian Agent and Arrakis Security Platform 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.