How we work with you.

We build the production systems around your models — retrieval, evaluation, observability, deployment. The unglamorous work that makes AI reliable at scale.

Autonomous agents that plan, call tools, and complete multi-step work — with the approvals and audit trails production actually requires.

Roadmapping, build-vs-buy calls, and hands-on upskilling so your team can run and extend AI systems without us in the room.

We give AI spend the same discipline as production code — tracing usage, enforcing budgets and guardrails, then tuning prompts and models so cost drops without quality slipping.

We put the same rigor around what your agents are allowed to do as around what they output — evaluation harnesses, runtime guardrails, and audit trails your risk team will actually sign off on.

We put AI to work on both sides of security — agents that triage alerts and hunt threats alongside your SOC, and red teams that attack your models and agents with prompt injection, tool abuse, and data exfiltration before anyone else does.