Airia AI Discovery vs Polymer AI Security: 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..

Polymer AI Security: Runtime security platform for AI workflows and SaaS data protection. built by Polymer. Core capabilities include Identity-aware access management for human and AI identities, Continuous data classification and labeling, Real-time risk scoring and vulnerability assessment..

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. Polymer AI Security differentiates with Identity-aware access management for human and AI identities, Continuous data classification and labeling, Real-time risk scoring and vulnerability assessment.

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

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