Airia AI Discovery vs Shadow AI Discovery and Governance: 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..

Shadow AI Discovery and Governance: Discovers and governs unsanctioned AI tool usage across enterprise environments. built by Knostic. Core capabilities include Shadow AI tool discovery and detection, Visibility into unsanctioned AI usage, AI governance controls..

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. Shadow AI Discovery and Governance differentiates with Shadow AI tool discovery and detection, Visibility into unsanctioned AI usage, AI governance controls.

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

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