Airia AI Discovery vs ManaTI Project: 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..

ManaTI Project: Machine learning project for intuitive threat analysis with a web interface..

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

Airia AI Discovery is developed by Airia. ManaTI Project is open-source with 113 GitHub stars. The vendor behind a product decides its roadmap, support, and longevity, so check each company's profile before you commit.

Airia AI Discovery and ManaTI Project serve similar AI SPM use cases. Key differences: Airia AI Discovery is Commercial while ManaTI Project is Free, ManaTI Project is open-source. Review the feature comparison above to determine which fits your requirements.