Airia AI Discovery vs Aurva AI Observability: Side-by-Side Comparison (2026)

Airia AI Discovery: Discovers and inventories shadow AI usage across enterprise apps, APIs, and code. built by Airia. Core capabilities include Discovery of AI agents, LLM API calls, and MCP servers across the enterprise, Centralized AI asset inventory with risk level classification, Real-time browser-based AI activity monitoring with block, warn, redirect, and audit controls..

Aurva AI Observability: AI observability platform for shadow AI discovery and inventory management. built by Aurva. Core capabilities include Shadow AI discovery, AI asset inventory export, Agentless deployment..

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

Airia AI Discovery differentiates with Discovery of AI agents, LLM API calls, and MCP servers across the enterprise, Centralized AI asset inventory with risk level classification, Real-time browser-based AI activity monitoring with block, warn, redirect, and audit controls. Aurva AI Observability differentiates with Shadow AI discovery, AI asset inventory export, Agentless deployment.

Airia AI Discovery is developed by Airia. Aurva AI Observability is developed by Aurva. The vendor behind a product decides its roadmap, support, and longevity, so check each company's profile before you commit.

Airia AI Discovery and Aurva AI Observability serve similar AI SPM use cases: both are AI SPM tools, both cover Shadow AI, AI Observability, AI SPM. Review the feature comparison above to determine which fits your requirements.