We secure your systems.We ship production AI.

We review code and architecture the way an attacker reads them, then fix what we find. Findings ranked by risk, each with a working fix, and a report written for the security team that asked for it.

• code and architecture security review
• penetration test, with a report you can hand to the customer who asked for it
• threat model of your system and its trust boundaries
• risk-ranked findings, each with a fix and reproduction steps
• hardening plan your team can execute

Agents, retrieval pipelines, and self-hosted model serving, built to run in production. We design, build, instrument, and hand over systems your engineers can operate without us.

• production agent and tool-use architecture
• RAG and retrieval pipelines
• self-hosted model serving on your infrastructure
• LLM API integrations built for production
• handover documentation your engineers own

Securing LLM applications and agent systems is work we learned inside frontier AI labs. We map how your agents can be steered, what they can reach, and what leaves the building, then close those paths.

• threat model of your agent's tool surface
• prompt injection and data exfiltration review
• red-team exercise against your LLM application
• eval suite that catches security regressions

When an off-the-shelf model can't do the job, we build one that can. We've trained custom models for biology, robotics, physical simulation, and language, including abliterated variants of open-weight LLMs, and we hand them over running on your infrastructure.

• custom models for bio, robotics, simulation, and language
• fine-tuning and post-training of open-weight LLMs
• abliterated and uncensored model variants, self-hosted
• eval suites that prove the model does the job
• training and serving on infrastructure you control

Engineering-led compliance. We build the controls (access, logging, change management) so the audit measures something real. Paperwork follows from working systems, not the other way around.

• gap assessment against SOC 2 or ISO 27001
• implemented controls: access, logging, change management
• policies mapped to how your team actually works
• audit-ready evidence trail