June 4, 2026
100 enterprise AI agents rated, plus an open source methodology you can use in procurement and security posture tracking.
Read more: AIRQ: AI Risk Quadrant — independent AI agent security rating (opens in new tab)June 4, 2026
100 enterprise AI agents rated, plus an open source methodology you can use in procurement and security posture tracking.
Read more: AIRQ: AI Risk Quadrant — independent AI agent security rating (opens in new tab)June 4, 2026
100 enterprise AI agents rated, plus an open source methodology you can use in procurement and security posture tracking.
Read more: AIRQ: AI Risk Quadrant — independent AI agent security rating (opens in new tab)
[ ABOUT US ]
Adversa AI exists so enterprises can ship AI at scale without shipping risk. We break AI systems before attackers do, stop dangerous agent actions before they become the incident, and hand you the evidence your board, auditors, and regulators will ask for — so security is never the reason your AI initiatives stall.
[ What we do ]
Early access
Stop the damage, not the developers.
The runtime control layer for the coding agents you approved — Claude Code, Copilot, Cursor, Codex, and what comes next. It sees every action, understands it as a connected chain, and stops the dangerous ones before they become the incident, with every action recorded.
AI red teaming, as a service. When you need your models, AI agents, and MCP servers put through a real adversary, the same lab delivers it as a scoped engagement — findings ranked by business impact, audit packs mapped to the frameworks your auditors use.
What we break in the lab, the runtime blocks by default. Red-team research compiles straight into the runtime rulebook — ~90 attack-anchored policies ship by default.
300+
Attack techniques
<4 HRS
To break any frontier model
20+
Industry awards
US 11,275,841 B2
World's first AI protection patent
[ Co-Founder & CTO ]
Adversa AI CTO and co-founder Alex Polyakov brings twenty years of offensive security experience. He has led 100+ person teams, consulted for trillion-dollar enterprises, and co-founded an AI-driven AppSec vendor that earned 3x Gartner recognition and 40+ awards. Alex co-invented the SSRF vulnerability class and has spoken at Black Hat, RSA, and 100+ industry events. He co-leads the CoSAI Agentic AI Security workstream, serves as a core team member of OWASP AIVSS, and acts as Vice Chair of Cyber for the IEEE AI chapter.
LinkedIn
[ Co-Founder & CEO ]
Adversa AI CEO and co-founder Daniel Rubinstein is a serial entrepreneur with four startups built over ten years. He leads go-to-market, partnerships, and product direction. His focus: making sure security is never the reason enterprise AI initiatives stall.
LinkedInOur team doesn't just follow the AI security frameworks your auditors require — we co-author them.
Open Worldwide Application Security ProjectOWASPAlex Polyakov is a core team member at OWASP AIVSS; the Adversa AI platform is listed among GenAI Security tools.Visit site
Coalition for Secure AICoSAICo-lead of the Agentic AI Security workstream.Visit site
National Institute of Standards and TechnologyNISTExpert contributor to the NIST AI RMF framework.Visit site
Cloud Security AllianceCSAContributor to the Agentic AI Red Teaming framework and the AI Controls Matrix; listed in the innovative AI Security tools registry.Visit site
Institute of Electrical and Electronics EngineersIEEEVice Chair of Cyber for the AI chapter, IEEE Cybersecurity for Next Generation Communication Systems.Visit site
ISACAISACASpeaker in ISACA webinars on AI red teaming.Visit site
SOC 2 Type I & II audited · ISO 27001 certified · GDPR · on-prem and air-gap options · secrets never stored.
Our research and platform have been covered by leading publications worldwide.
Built by the team that breaks AI for a living. Adversa AI maintains a 4,000-paper knowledge base on adversarial AI and LLM security, built by a team with combined experience discovering 300+ zero-day vulnerabilities across AI systems. GPT-3 to GPT-5: every generation broken within hours of release. Findings are presented at leading AI and security conferences, including DEF CON AI Village, Black Hat, RSA, HITB SecConf, Hacktivity, ML Conference, and CogX, and feed the platform's default policies. Offense writes the defaults.
SecureClaw is an open-source security framework for AI agents created by Adversa AI, built for the OpenClaw ecosystem and aligned with OWASP and MITRE frameworks.
[ US ]
Cybersecurity venture capitalist, 3x CISO, ex Twitter, Mozilla, CoinList; former OWASP Chairman.
[ US ]
Venture capitalist, active angel investor; founder x5, investor x40, co-founder of Beyond Security.
[ US ]
Pioneered MSSP; ex Optiv, Accuvant, Symantec, IBM, NCR; US Air Force.
[ US ]
GTM advisor, full-stack marketing leader; ex CrowdStrike, Zscaler, Preempt Security.
[ US ]
Founder and CTO, Eclypsium.
[ SG ]
Founder at Gathid, GTM advisor; ex Tenable, Akamai, Barracuda.
[ US ]
Strategic advisor, 1948 Ventures; former CIO at Verition Fund Management.
[ US ]
Former Partner at Sound Ventures (co-founded by Ashton Kutcher and Guy Oseary); digital executive at Maverick.
[ Book a demo ]
Watch the platform turn individual agent actions into chains, stop the dangerous ones before they become the incident, and produce the evidence your auditors will ask for.
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