AI Pentest Copilot vs Willow: side-by-side comparison (2026)
AI Pentest Copilot is a commercial penetration testing solution by True Hacking. Willow is a commercial agentic AI security solution by Willow. Features, integrations, deployment and the company behind each one, side by side.
AI-powered pentest copilot and external attack surface management platform.
Control plane for governing enterprise AI agent identity, access, and actions.
Side-by-side comparison
Feature
AI Pentest Copilot
Willow
Pricing model
Commercial
Commercial
Category
Penetration Testing
Agentic AI Security
Deployment and fit
Deployment type
Cloud
Hybrid
Company size fit
Startup, SMB, Mid-Market
SMB, Mid-Market, Enterprise
Company
Company
True Hacking
Willow
Use cases and capabilities
AI Pentesting
Yes
No
Reconnaissance
Yes
No
Vulnerability Prioritization
Yes
No
Subdomain Enumeration
Yes
No
Attack Paths
Yes
No
Web Scanning
Yes
No
Security Scanning
Yes
No
DAST
Yes
No
Continuous Testing
Yes
No
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
10 features listed
10 features listed
Integrations
1 integration listed
7 integrations listed
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