Confidential Agents vs Willow: side-by-side comparison (2026)
Confidential Agents is a commercial agentic AI security solution by OPAQUE. Willow is a commercial agentic AI security solution by Willow. Features, integrations, deployment and the company behind each one, side by side.
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Confidential AI platform for deploying AI agents on sensitive data securely
Control plane for governing enterprise AI agent identity, access, and actions.
Side-by-side comparison
Feature
Confidential Agents
Willow
Pricing model
Commercial
Commercial
Category
Agentic AI Security
Agentic AI Security
Deployment and fit
Deployment type
Cloud
Hybrid
Company size fit
Mid-Market, Enterprise
SMB, Mid-Market, Enterprise
Company
Company
OPAQUE
Willow
Use cases and capabilities
Agentic AI Security
No
Yes
AI Governance
No
Yes
MCP Security
No
Yes
Non-Human Identity
No
Yes
Shadow AI
No
Yes
AI Observability
No
Yes
LLM Security
No
Yes
RBAC
No
Yes
Zero Trust Architecture
No
Yes
Core features
8 features listed
10 features listed
Integrations
No integrations listed
7 integrations listed
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