Protect AIEnterprise
An enterprise platform for AI and ML security — scanning models for threats, securing the ML supply chain, and giving security teams visibility into AI risk.
AI Governance comparison
Protect AI vs Zenity
Pricing, pros, cons, and ideal use cases — side by side.
ZenityEnterprise
Security posture management and runtime defense for AI agents — discovers what agents exist, what they can reach, and stops them at the point of action.
At a glance
| Protect AI | Zenity | |
|---|---|---|
| Pricing | EnterpriseEnterprise pricing, quoted per organization. | EnterpriseNot published — enterprise sales. Scoping is typically driven by the number of agents and connected resources discovered during assessment. |
| Category | AI Governance | AI Governance |
| Ideal for | Enterprise security and ML platform teamsOrganizations using open-weight or third-party modelsTeams needing AI supply-chain security | Security leaders governing enterprise agent deploymentsOrganizations with citizen-built agents in Copilot Studio or AgentforceRegulated industries deploying agents on customer dataCISOs building an AI security posture program |
Pros & cons
Protect AI
Pros
- Scans models for threats and vulnerabilities
- Secures the ML supply chain
- Org-wide visibility into AI security risk
- Now part of the Palo Alto Networks portfolio
Cons
- Enterprise-only — built for security teams
- Pricing requires a sales conversation
- Complements, not replaces, application-layer guardrails
Zenity
Pros
- Discovers shadow agents traditional security tooling cannot see
- Evaluates agent intent and execution path, not isolated alerts
- Covers external, internal, and autonomous attack vectors
- Runtime enforcement, not just posture reporting
Cons
- No public pricing
- Premature below meaningful agent sprawl — a handful of agents does not justify it
- Adds another control plane for security teams to operate
- Coverage depends on which platforms it can integrate with
Which should you choose?
Protect AI is built around enterprise security and ml platform teams; Zenity leans more toward security leaders governing enterprise agent deployments. Shortlist the one whose strengths line up with your biggest constraint.