Evoke Security vs Willow: Side-by-Side Comparison (2026)

Evoke Security: Agentic AI security platform for inventory, posture mgmt, and threat detection. built by Evoke Security. Core capabilities include Auto-discovery of AI agents, models, tools, and data sources, Mapping of agent skills and MCP (Model Context Protocol) connections, AI Security Posture Management (AI-SPM) and threat modeling..

Willow: Control plane for governing enterprise AI agent identity, access, and actions. built by Willow. Core capabilities include AI agent identity verification and authentication, Action-level permission enforcement and policy rules, Self-service employee tool catalog with identity-based provisioning..

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

Evoke Security differentiates with Auto-discovery of AI agents, models, tools, and data sources, Mapping of agent skills and MCP (Model Context Protocol) connections, AI Security Posture Management (AI-SPM) and threat modeling. Willow differentiates with AI agent identity verification and authentication, Action-level permission enforcement and policy rules, Self-service employee tool catalog with identity-based provisioning.

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

Evoke Security and Willow serve similar Agentic AI Security use cases: both are Agentic AI Security tools, both cover Agentic AI Security, AI Governance, MCP Security. Review the feature comparison above to determine which fits your requirements.