Willow vs AI Agent Security Platforms

AI agent security platforms inspect prompts, responses and tool calls to catch prompt injection, data leakage and risky agent behavior as it happens. Willow shrinks what can go wrong in the first place. Agents only get the tools a task needs, with runtime guards and a full audit trail on every call.

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Platform Comparison Summary

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AI Agent Security

Willow vs Ovalix

Both Willow and Ovalix find AI on employee devices, control public AI apps, and check coding agents. Willow adds approved tool connections by group and human approval of tool calls; Ovalix adds risk scores for third-party AI apps.

MCP Gateway

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AI Agent Security

Willow vs Arthur

Arthur discovers agents, assigns ownership and risk, and enforces policy across the agent fleet. Willow governs the access layer: which tools each agent can call, scoped at runtime and fully audited.

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AI Security