Aurva AI Security Posture Management (AI-SPM) vs Cyata: Side-by-Side Comparison (2026)

Aurva AI Security Posture Management (AI-SPM): AI Security Posture Management platform for AI/ML infrastructure security. built by Aurva. Core capabilities include Shadow AI discovery and inventory, Agentless deployment architecture, Zero payload monitoring..

Cyata: Control plane for discovering, monitoring, and governing AI agents in enterprises. built by Cyata. Core capabilities include AI agent discovery across enterprise environments, Agent behavior tracking and timeline analysis, Policy-based guardrails for agent operations..

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

Aurva AI Security Posture Management (AI-SPM) differentiates with Shadow AI discovery and inventory, Agentless deployment architecture, Zero payload monitoring. Cyata differentiates with AI agent discovery across enterprise environments, Agent behavior tracking and timeline analysis, Policy-based guardrails for agent operations.

Aurva AI Security Posture Management (AI-SPM) is developed by Aurva. Cyata is developed by Cyata. Vendor maturity, funding stage, and team size can be important factors when evaluating long-term viability and support quality.

Aurva AI Security Posture Management (AI-SPM) and Cyata serve similar AI SPM use cases: both are AI SPM tools. Review the feature comparison above to determine which fits your requirements.