Robust Intelligence vs BeyondScale
AI Validation and Firewall Platform. See how BeyondScale compares on capabilities, compliance coverage, and accessibility.
About Robust Intelligence
Robust Intelligence offers an AI firewall and model validation platform that tests AI models for adversarial robustness, data integrity issues, and operational risks. The company has strong technical foundations in adversarial ML research. The technology is now part of Cisco's security portfolio, which means accessing it requires working within the Cisco ecosystem.
Feature Comparison
Robust Intelligence vs BeyondScale
| Feature | Robust Intelligence | BeyondScale |
|---|---|---|
| AI Model Validation | ||
| Adversarial Robustness Testing | ||
| Data Integrity Monitoring | ||
| AI Firewall | ||
| Full-Stack Application Security | ||
| Manual Red-Teaming by Engineers | ||
| Regulatory Compliance Mapping |
Why BeyondScale
What BeyondScale Offers Over Robust Intelligence
Broader scope covering both AI-specific and traditional infrastructure security
We do not assume your AI exists in isolation.
Independent security assessments from a vendor with no platform agenda
Our recommendations are what is best for your security, not what sells more licenses.
Practical remediation plans with engineering-level detail
We tell you exactly what to fix and how.
Accessible engagement model for companies of all sizes
No minimum spend or long-term contract requirements.
Compliance mapping across EU AI Act, NIST AI RMF, ISO 42001, SOC 2, HIPAA, and PCI DSS.
Robust Intelligence Limitations
- •Requires Cisco infrastructure and enterprise contracts
- •Model validation focus is strong, but infrastructure and API security are secondary
- •No dedicated compliance mapping for AI-specific regulations
- •Automated testing only, with no manual red-teaming component
- •Primarily designed for large enterprise deployments
Frequently Asked Questions
Robust Intelligence focuses on AI model validation, adversarial robustness testing, and runtime AI firewall protection. It is part of Cisco's security portfolio. The technology is strong for model-layer validation but does not cover full-stack concerns like API security, LLM red-teaming, or compliance mapping.
Robust Intelligence focused on continuous automated validation and runtime protection. BeyondScale combines automated testing with manual red-teaming and provides a broader scope: we assess your models, infrastructure, APIs, and data pipelines. Our approach finds issues that automated firewalls miss, particularly in complex multi-model architectures.
Yes. Through our managed AI security service and Securetom platform, we provide continuous monitoring of your AI security posture. This includes regular scanning, vulnerability tracking, and quarterly assessments to catch new risks as your AI systems evolve.
Absolutely. Our assessments are vendor-agnostic. We evaluate your AI security regardless of your existing infrastructure, and our recommendations focus on improving your security posture, not replacing your tooling stack.
Yes. Unlike Cisco's enterprise-focused approach, BeyondScale is designed to work with companies at any scale. Our engagement models are flexible, from focused single-system audits to comprehensive multi-system assessments.
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