The defense side needs better weapons.
We build them.
We work with anyone making AI smarter at security. Whether you're training foundation models, shipping security products, deploying AI-generated code, or defending critical infrastructure.
We build the data, the environments, and the tools that teach AI to reason about security. From source code to infrastructure, from detection to remediation.
AI Labs→
Your models write code millions trust, but they're not yet reliable at producing secure output. We build the benchmarks, training data, and reward functions to get them there.
Defense & Government→
The threat is already automated. We build adversary simulation at machine scale, training environments for autonomous defense agents, and the architectures that make AI-powered defense operational.
Training Data
We build security datasets from real vulnerabilities, private codebases, and synthetic scenarios. We curate exploit chains, patch diffs, and root cause labels, structured with reward signals for your post-training pipelines.
Benchmarks & Evaluations
We design custom benchmarks that test your models on real security tasks: detection, exploitation, patching, reasoning. We deliver reproducible scores so you know exactly where your model stands.
AI Red Teaming
We deploy autonomous agents against your infrastructure to find what scanners miss. Multi-step exploit chains, lateral movement, privilege escalation, running continuously at machine speed.
Defensive Agents
We build and integrate AI agents that review your code, audit your infrastructure, and catch misconfigurations before they ship. Continuous security across your entire stack.
The next breach will be AI-driven. Your defense should be too.
Tell us what you're working on. We'll figure out how to help.
Get in touch