Oximy vs Cisco (Robust Intelligence)
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.
Robust Intelligence, acquired by Cisco in late 2024, provides AI validation and protection. Now integrated into Cisco's security portfolio, the platform offers automated red-teaming, continuous model validation, and runtime firewall protection for LLM applications. It detects adversarial attacks, data poisoning, hallucinations, and prompt injections across the AI lifecycle.
Key features
Core capabilities each platform advertises.
- Shadow AI discovery
- Data flow monitoring
- Sensitive data blocking
- Enterprise AI governance
- Security policy enforcement
- AI firewall and guardrails
- Model validation and testing
- Continuous monitoring
- Compliance reporting
- Enterprise security policies
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
- Pioneered AI security category with first AI Firewall
- USD 400M Cisco acquisition validates technology
- Comprehensive protection against AI-specific threats
- Trusted by major enterprises
Cons
- Now part of Cisco—product direction may change
- Technology relatively young and unproven at massive scale
- Cisco has mixed track record with acquisitions
- Requires continuous monitoring infrastructure
Oximy or Cisco (Robust — 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 Cisco (Robust if you wantChoose if you want
- Enterprise AI governance
- Model risk management
- Regulatory compliance for AI systems
- Automated AI security testing
- Production AI monitoring
Compare Oximy and Cisco (Robust Intelligence) 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.