Aiceberg Guardian Agent vs Primary Visibility: 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..

Primary Visibility: Unified visibility platform monitoring human & AI agent activity for audit & compliance. built by Primary. Core capabilities include Human and agentic activity monitoring, Forensic audit log, Security breach reconstruction..

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. Primary Visibility differentiates with Human and agentic activity monitoring, Forensic audit log, Security breach reconstruction.

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

Aiceberg Guardian Agent and Primary Visibility 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.