MISSION
Our Mission
We are building AI systems that are secure by design. We address the unprecedented gap between rapidly advancing AI capabilities and security measures through automated red-teaming and strategic blue-teaming.
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We are building AI systems that are secure by design. We address the unprecedented gap between rapidly advancing AI capabilities and security measures through automated red-teaming and strategic blue-teaming.
Today's AI guardrails lean on probability, not safety guarantees:
All of these reduce risk on average but never drive it to zero. In effect, we're saying, "Dear model, please please please behave," then crossing our fingers that we don't low roll the next token.
We are adapting proven cybersecurity techniques like dynamic taint analysis, control-flow integrity, and capability-based access control to the unique challenges of AI agents. We aim to track the origin and trust level of every data element—whether it comes from a trusted source and whether it may carry executable instructions—and enforce these policies at runtime.
General Analysis severs that tail with the industry's most comprehensive automated red-teaming suite, continuously mapping every attack vector in your stack.
Our blue team transforms red team findings into deterministic safeguards that eliminate entire classes of vulnerabilities, creating robust defense mechanisms that scale across your AI infrastructure.
Our founding team brings together exceptional expertise from world-class institutions with backgrounds spanning quantitative trading, traditional security research, and AI research. Our team has published research in the top conferences (NeurIPS, ICLR, etc.) and has a combined $200K+ in ML competition winnings and $300K+ in security bug bounties.
Whether you're interested in our products, research, or joining our team, we'd love to hear from you.