Airia AI Discovery vs Jozu Hub + Agent Guard: 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..

Jozu Hub + Agent Guard: On-prem security & governance platform for AI/ML models on Kubernetes. built by Jozu. Core capabilities include Automated multi-vector security scanning of model artifacts and dependencies, Cryptographic signing and SHA-based tamper-proof attestation of model packages, SBOM generation for AI supply chain security..

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. Jozu Hub + Agent Guard differentiates with Automated multi-vector security scanning of model artifacts and dependencies, Cryptographic signing and SHA-based tamper-proof attestation of model packages, SBOM generation for AI supply chain security.

Airia AI Discovery is developed by Airia. Jozu Hub + Agent Guard is developed by Jozu. The vendor behind a product decides its roadmap, support, and longevity, so check each company's profile before you commit.

Airia AI Discovery integrates with ChatGPT Enterprise, Gemini, Claude, Microsoft 365, Slack and 9 more. Jozu Hub + Agent Guard integrates with KubeFlow, KServe, LLM-D, MLflow, Podman and 5 more. Check integration compatibility with your existing security stack before deciding.

Airia AI Discovery and Jozu Hub + Agent Guard serve similar AI SPM use cases: both cover MCP Security, LLM Security, Agentic AI Security. Review the feature comparison above to determine which fits your requirements.