Enterprise Alternative

Protect AI vs Agent Action Firewall

Enterprise AI security at startup-friendly pricing. Get the protection you need without the enterprise sales cycle or six-figure contracts.

Different Approaches to AI Security

Protect AI focuses on ML model security and vulnerability scanning. Agent Action Firewall focuses on runtime action control for AI agents.

Protect AI

Model-centric security

  • • ML model scanning for vulnerabilities
  • • Model supply chain security
  • • Adversarial attack detection
  • • Model risk assessment
  • • Enterprise sales motion

Agent Action Firewall

Action-centric security

  • • Runtime action policy enforcement
  • • Human-in-the-loop approvals
  • • Cryptographic audit trails
  • • Usage limits and quotas
  • • Self-serve signup

Pricing Reality Check

Protect AI

$50,000+

/year (estimated)

  • • Enterprise contracts only
  • • Sales calls required
  • • Multi-week procurement
  • • Custom pricing per deployment

Agent Action Firewall

$199/month

= $2,388/year (Pro tier)

  • • Self-serve signup
  • • No sales calls needed
  • • Start in 5 minutes
  • • Transparent pricing

Save ~$47,000/year vs enterprise pricing

Feature Comparison

CapabilityProtect AIAgent Action Firewall
Model Security
Model vulnerability scanningYes-
Model supply chain securityYes-
Adversarial ML detectionYes-
Runtime Agent Security
Action policy enforcement (OPA)-Yes
Human approval workflows-Yes
Hash-chained audit trails-Yes
Proof Packs (compliance bundles)-Yes
Usage limits & quotas-Yes
Go-to-Market
Self-serve signupNoYes
Transparent pricingNoYes
Free tier availableNoYes

When to Use Which

Choose Protect AI if:

  • • You need ML model vulnerability scanning
  • • Supply chain security for model artifacts
  • • You have enterprise procurement budget
  • • Focus is on the model itself, not agent actions

Choose AAF if:

  • • You need runtime action control for agents
  • • Human-in-the-loop approval workflows
  • • Compliance-ready audit trails
  • • You want to start today, not next quarter

They can work together

Protect AI secures your model artifacts and supply chain. Agent Action Firewall secures what your agents actually do at runtime. Different layers of the security stack.

Enterprise Security, Startup Pricing

Get started with Agent Action Firewall today. No sales calls, no procurement cycles.

500 actions/month free. Pro starts at $199/month.