Primary Visibility vs VirtueGuard: Side-by-Side Comparison (2026)

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..

VirtueGuard: Real-time guardrails for AI agents, models, and apps with multimodal protection. built by Virtue AI. Core capabilities include ActionGuard runtime monitoring of prompts, actions, and tool calls, MCPGuard scanning for MCP vulnerabilities and prompt injections, Sub-10 millisecond latency detection..

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

Primary Visibility differentiates with Human and agentic activity monitoring, Forensic audit log, Security breach reconstruction. VirtueGuard differentiates with ActionGuard runtime monitoring of prompts, actions, and tool calls, MCPGuard scanning for MCP vulnerabilities and prompt injections, Sub-10 millisecond latency detection.

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

Primary Visibility and VirtueGuard serve similar Agentic AI Security use cases: both are Agentic AI Security tools, both cover Anomaly Detection. Review the feature comparison above to determine which fits your requirements.