Agen Observability vs Oligo Runtime AI: Side-by-Side Comparison (2026)

Agen Observability: Discovers, monitors, and governs AI agent & MCP access to enterprise systems. built by Agen.co. Core capabilities include Automated discovery and inventory of all AI agents, copilots, and MCP connections, User monitoring to track which employees are using which AI agents, MCP observability to detect unauthorized or homegrown MCP servers..

Oligo Runtime AI: Runtime security platform for protecting AI-powered apps and agentic AI. built by Oligo Security. Core capabilities include Real-time monitoring of AI components and detection of exploit attempts, AI Security Posture Management (AI-SPM) for full AI footprint visibility, AI Detection & Response (AI-DR) for monitoring agentic AI actions, tool calls, and OS behavior..

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

Agen Observability differentiates with Automated discovery and inventory of all AI agents, copilots, and MCP connections, User monitoring to track which employees are using which AI agents, MCP observability to detect unauthorized or homegrown MCP servers. Oligo Runtime AI differentiates with Real-time monitoring of AI components and detection of exploit attempts, AI Security Posture Management (AI-SPM) for full AI footprint visibility, AI Detection & Response (AI-DR) for monitoring agentic AI actions, tool calls, and OS behavior.

Agen Observability is developed by Agen.co. Oligo Runtime AI is developed by Oligo Security. The vendor behind a product decides its roadmap, support, and longevity, so check each company's profile before you commit.

Agen Observability and Oligo Runtime AI serve similar Agentic AI Security use cases: both are Agentic AI Security tools. Review the feature comparison above to determine which fits your requirements.