Securing the Agentic Era
Unclave Inc. is an AI security research lab. We're AI security researchers and engineers from Google, Stanford, Princeton, UC Berkeley, and D. E. Shaw, with deep roots across industry, academia, and the practitioner community (including OWASP). We do frontier research on agent security, both offensive and defensive, with a focus on AI agents and MCPs.
What We Build
Powered by our research, Unclave is an AI security platform for agent builders. We embed across the Agent Development Lifecycle, continuously analyzing changes to your environment and systematically generating, tailoring, and executing thousands of adversarial attack scenarios against complex, multi-step agents. We discover and neutralize zero-day agent threats long before they reach production. Think of Unclave as your lab-backed co-pilot for agent security, a 100x force multiplier that keeps your AI agents secure at scale.
Enterprise Partners
We have worked with the top enterprise-grade agent builders in the tech world, powering agents that serve 100+ million users globally. While currently operating in stealth mode, we are running a focused design partnership program where we collaborate with enterprise clients through a transparent, standardized model.
Value Proposition & ROI
We offer seamless integration and deliver a time-to-value of less than a day, giving your existing security team superhuman capabilities to close the gap between security and product. Our partners are seeing massive ROI, explicitly viewing Unclave as a force multiplier that drives success in five key ways:
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Systematic Scale: We save them from having to hire a dedicated AI security team (a highly rare talent) by empowering their existing staff to execute at a superhuman scale.
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Proactive Defense: We have caught several critical blind spots before they could become public. Unclave platform would have detected and prevented the Meta hack.
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Time to Response: As a new class of attack emerges, our partners can immediately assess if their AI agent is susceptible. For example, we informed our partners about the Composio and Meta attacks within 24 hours of occurrence and instantly assessed if their agents were vulnerable to similar exploits.
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Unblocking Revenue: Enterprise prospects are increasingly asking how they systematically assess AI security. We offer continuous posture reports and metrics to unblock these security assessments and close deals sooner.
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Frictionless Security: Built by engineers, designed by security veterans. We maximize velocity for your engineering teams while aggressively minimizing risk. Your developers build and ship fast; your security operates at superhuman speed.
Why Now
Agents are rapidly gaining the ability to operate autonomously. In 2024 and 2025, the main blocker to AI adoption was quality. In 2026, agents are capable of making meaningful, independent progress on hard problems. Our job is to securely unblock the power of intelligence. We ensure that critical actions do not go rogue, become unaligned, or introduce vulnerabilities. We are securing the future and unlocking the full potential of intelligence [safely and securely].