Oximy vs Protect AI
Updated March 27, 2026
Overview
Discovers all AI tools in use across an enterprise, monitors data flows in real time, and lets security teams block sensitive data from unauthorized AI.
Protect AI provides end-to-end AI/ML security covering the entire model lifecycle. Its platform includes model scanning for vulnerabilities, supply-chain security for ML artifacts, runtime threat detection, and policy enforcement. Protect AI helps enterprises secure AI pipelines from development through production deployment.
Key features
Core capabilities each platform advertises.
- Shadow AI discovery
- Data flow monitoring
- Sensitive data blocking
- Enterprise AI governance
- Security policy enforcement
Strengths and tradeoffs
What each tool does well, and the limitations to keep in mind.
Pros
- Addresses a genuine enterprise pain point — shadow AI and uncontrolled AI tool sprawl is accelerating
- Network-layer monitoring via firewall/proxy integration means no per-vendor setup needed
- SOC 2 Type I certified with GDPR compliance and enterprise-grade security
- Broad coverage tracking 3,500+ AI tools with real-time monitoring
- Three-pronged value combining discovery, spend intelligence, and data protection in one platform
Cons
- Solo founder for an enterprise security product — execution risk for scaling
- Still in design-partner phase with no publicly named paying customers
- Highly competitive landscape with incumbents like Cyberhaven already well-funded
- Pricing for advanced features is opaque which may slow enterprise procurement
Pros
- Comprehensive security coverage across the entire AI/ML lifecycle
- Specialized focus on AI-specific threats and vulnerabilities
- Enterprise-grade features including supply-chain security and policy enforcement
- Strong runtime threat detection capabilities
Cons
- No public pricing makes budget planning difficult
- Enterprise-only model may not be accessible for smaller teams
- Requires consultation with sales team for quotes, adding friction to evaluation
- Custom pricing based on deployment scale can lead to unpredictable costs as AI usage grows
Oximy or Protect AI — which should you choose?
Choose Oximy if you wantChoose if you want
- Shadow AI detection
- Data loss prevention for AI
- Enterprise AI governance
- Compliance enforcement
Choose Protect AI if you wantChoose if you want
Compare Oximy and Protect AI on your own traffic
Respan lets you trace LLM and agent calls across any model or framework, A/B test prompts on production traffic, and route requests across 500+ models through one gateway.