Novee AI Pentesting vs Willow: side-by-side comparison (2026)
Novee AI Pentesting is a commercial penetration testing solution by Novee Security. Willow is a commercial agentic AI security solution by Willow. Features, integrations, deployment and the company behind each one, side by side.
AI-driven continuous penetration testing platform with automated remediation.
Control plane for governing enterprise AI agent identity, access, and actions.
Side-by-side comparison
Feature
Novee AI Pentesting
Willow
Pricing model
Commercial
Commercial
Category
Penetration Testing
Agentic AI Security
Deployment and fit
Deployment type
Cloud
Hybrid
Company size fit
SMB, Mid-Market, Enterprise
SMB, Mid-Market, Enterprise
Company
Company
Novee Security
Willow
Use cases and capabilities
AI Pentesting
Yes
No
Continuous Testing
Yes
No
Black Box Testing
Yes
No
DAST
Yes
No
Vulnerability
Yes
No
Exploit Development
Yes
No
Web Security
Yes
No
Red Team
Yes
No
VAPT
Yes
No
Security Validation
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
No integrations listed
7 integrations listed
Need help choosing?
See more solutions in this category, or build a security stack from your picks.
