aisumate

Robust Intelligence

★ 3/5 · Security

AI firewall and red-teaming platform validating and protecting ML/LLM models from adversarial attacks throughout development and production.

Pros

• OWASP/MITRE ATLAS-aligned vulnerability framework
• automated model stress-testing and algorithmic red-teaming
• proactive risk assessment from dev to production

Cons

• No public pricing available (enterprise/custom only)
• now part of Cisco ecosystem post-acquisition (Oct 2024), limiting standalone availability
• requires Cisco channels for procurement

Cost

Custom enterprise pricing; Cisco acquisition (Oct 2024, $400M) suggests premium tier positioning (unverified)

Verdict

Best for Fortune 500 enterprises and regulated industries needing AI governance integrated with Cisco security infrastructure.

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