Airia AI Discovery vs Witness AI for Developers: 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 Developers: Security platform for AI coding assistants and development agents. built by WitnessAI. Core capabilities include AI developer tool and coding agent discovery and cataloging, Proprietary code leak prevention, Prompt injection and jailbreak detection..

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 Developers differentiates with AI developer tool and coding agent discovery and cataloging, Proprietary code leak prevention, Prompt injection and jailbreak detection.

Airia AI Discovery is developed by Airia. Witness AI for Developers is developed by WitnessAI. Vendor maturity, funding stage, and team size can be important factors when evaluating long-term viability and support quality.

Airia AI Discovery integrates with ChatGPT Enterprise, Gemini, Claude, Microsoft 365, Slack and 9 more. Witness AI for Developers integrates with GitHub Copilot, Cursor, OpenAI, Anthropic. Check integration compatibility with your existing security stack before deciding.

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