Airia AI Discovery vs Witness AI for Compliance: 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..

Witness AI for Compliance: AI compliance platform with automated controls and audit-ready logging. built by WitnessAI. Core capabilities include AI application and interaction logging, Automated sensitive data detection and masking, PII, payment card, and health data protection..

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. Witness AI for Compliance differentiates with AI application and interaction logging, Automated sensitive data detection and masking, PII, payment card, and health data protection.

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

Airia AI Discovery and Witness AI for Compliance serve similar AI SPM use cases. Review the feature comparison above to determine which fits your requirements.