What AI says about Robust Intelligence
Since Jul 5Updated Nov 3, 2026Based on 18,980 AI responses
Reviewed by Dimitry Apollonsky
Mentioned in
1%
of AI answers about Robust Intelligence and its rivals
- ChatGPT1%
- Google AI Mode1%
Markets where AI mentions Robust Intelligence
Market# · Mentioned in
All markets1%
- AI Red Teaming ServicesAI picks NVIDIA Garak and 3 more about as often#8 · 17%
- LLM Firewall and Guardrail PlatformsAI picks Lakera Guard and 1 more about as often#33 · 4%
- AI Red Teaming & Pen TestingAI picks Mindgard and 4 more about as often#47 · 3%
- Team Collaboration and Project Management SoftwareAI picks Asana and 1 more about as often#50 · 1%
- External Attack Surface Management ToolsAI picks CyCognito most#124 · <1%
- AI Acceptable Use Policy TemplatesAI picks Aona AI most#169 · <1%
- LLM Security and Governance PlatformsAI picks Presidio most#177 · <1%
- Continuous Automated Penetration TestingAI picks Pentera most#211 · <1%
- Third-Party Risk Management PlatformsAI picks OneTrust and 1 more about as often#234 · <1%
Topics where AI mentions Robust Intelligence
TopicMentioned in · on this topicRank
- AI picks mostMentioned in
- We need a solution to perform continuous security monitoring of our deployed image recognition models to detect adversarial drift. Which companies provide specialized AI red teaming as a service?on this questionAI picks HiddenLayer most61%
Excerpts where Robust Intelligence appeared in the AI's answer
Google AI ModeOct 31, 2026, Google AI Mode Robust Intelligence (by Cisco) : Offers an AI Security platform that provides continuous automated stress-testing (red teaming) and runtime validation.
Google AI ModeOct 15, 2026, Google AI Mode Cisco AI Defense (incorporating Robust Intelligence): Pioneers automated algorithmic red teaming and runtime firewalls for machine learning pipelines.
- We are building a secure AI deployment pipeline and need tools that can simulate multi-stage adversarial attacks. Which software vendors focus on AI robustness and red teaming?on this questionAI picks Mindgard and 2 more about as often32%
Excerpts where Robust Intelligence appeared in the AI's answer
Google AI ModeSep 24, 2026, Google AI Mode Robust Intelligence (Cisco): Known for its AI firewall and automated stress-testing engine
Google AI ModeAug 31, 2026, Google AI Mode Cisco (Robust Intelligence): Robust Intelligence (acquired by Cisco) focuses heavily on automated stress testing, continuous model validation, and firewall-style runtime protection
- We are preparing to defend against adversarial attacks on images. Who offers robust model training?on this questionAI picks Adversarial Robustness Toolbox most28%
Excerpts where Robust Intelligence appeared in the AI's answer
Google AI ModeSep 24, 2026, Google AI Mode Emerging AI Security Startups (e.g., HiddenLayer, Robust Intelligence / Cisco)
Google AI ModeSep 20, 2026, Google AI Mode Firms like Robust Intelligence (acquired by Cisco) offer automated validation and security firewalls for AI models pre- and post-training.
- We need a security layer that can be deployed in front of our LLM to block prompt injection without adding significant latency. Which vendors provide high-performance LLM firewalls?on this questionAI picks Lakera Guard most9%
Excerpts where Robust Intelligence appeared in the AI's answer
Google AI ModeSep 11, 2026, Google AI Mode Robust Intelligence (Cisco) : Focuses on comprehensive AI firewall and automated model validation capabilities
How prominently AI mentions Robust Intelligence
- Named first6%
- 2nd or 3rd30%
- Later63%
How AI rates Robust Intelligence
Common descriptions
robustness testing · comprehensive · ai firewall · automated model validation · automated red teaming · enterprise ai security
Tone of AI’s statements about Robust Intelligence
- Positive62%
- Neutral37%
- Mixed0%
- Negative1%
Robust Intelligence in AI answers
Question: We need a solution to perform continuous security monitoring of our deployed image recognition models to detect adversarial drift. Which companies provide specialized AI red teaming as a service?
Google AI ModeOct 31, 2026
Robust Intelligence (by Cisco) : Offers an AI Security platform that provides continuous automated stress-testing (red teaming) and runtime validation.
Google AI ModeOct 15, 2026
Cisco AI Defense (incorporating Robust Intelligence): Pioneers automated algorithmic red teaming and runtime firewalls for machine learning pipelines.
Question: We are testing our model against adversarial attacks. Who provides "stress testing" for classifiers?
ChatGPTSep 7, 2026
Robust Intelligence — known for automated AI model validation and robustness testing (now part of Cisco).
Sources AI cites
- 5%
- AI Risk Management in an Air-Gapped Environment: Tool (opens in a new tab) · 1%
- AI Risk Management with Self-Hosted Deployment: Tool Comparison and Selection Guide (opens in a new tab) · 1%
- Top Tools for AI Risk Management with Self-Hosted Deployment (opens in a new tab) · 1%
- Top Tools for AI Risk Management in an Air-Gapped Environment: 2026 Comparison (opens in a new tab) · 1%
