Features, pricing, ratings, and pros and cons, compared head to head.
Airia AI Discovery is a commercial ai spm tool by Airia. Sonoma Security is a commercial agentic ai security tool by Sonoma Security. Compare features, ratings, integrations, and community reviews side by side to find the best ai spm fit for your security stack. Independent and vendor-neutral: our scores and rankings are earned, never bought — sponsored placement is always labeled.
Based on our analysis of core features, integrations, company size fit, deployment model, here is our conclusion:
Enterprise security teams deploying internal AI agents at scale need governance that stops prompt injection and unauthorized data flows before they happen, and Sonoma Security's MCP gateway enforcement does this without requiring agents to be rewritten. The self-hostable deployment and granular entitlement policies mean you can lock down agent behavior without waiting on vendor infrastructure or negotiating with your cloud provider. Skip this if your agents are mostly third-party SaaS integrations or if you need detection and response capabilities after compromise; Sonoma is built for prevention, not forensics.
Discovers and inventories shadow AI usage across enterprise apps, APIs, and code.
MCP governance platform for securing and controlling enterprise AI agents.
Access NIST CSF 2.0 data from thousands of security products via MCP to assess your stack coverage.
Access via MCPExplore more tools in this category or create a security stack with your selections.
Common questions about comparing Airia AI Discovery vs Sonoma Security for your ai spm needs.
Airia AI Discovery: Discovers and inventories shadow AI usage across enterprise apps, APIs, and code. built by Airia..
Sonoma Security: MCP governance platform for securing and controlling enterprise AI agents. built by Sonoma Security..
Both serve the AI SPM market but differ in approach, feature depth, and target audience.
Airia AI Discovery is developed by Airia. Sonoma Security is developed by Sonoma Security. The vendor behind a product decides its roadmap, support, and longevity, so check each company's profile before you commit.
Airia AI Discovery and Sonoma Security serve similar AI SPM use cases: both cover MCP Security, Agentic AI Security, AI Governance. Review the feature comparison above to determine which fits your requirements.
Get strategic cybersecurity insights in your inbox