Bridging research labs and operational reality. Embedding, integrating, and optimizing frontier AI systems inside existing infrastructure.
We operate like SWAT teams for software. We don't hand you a PDF and leave. We sit with your engineers, write the code, break the production environment, fix it, and leave it more stable than we found it. We are paid for outcomes, not outputs.
We map your data landscape and identify where AI creates immediate ROI.
We splice the chosen frontier model into your legacy systems (SAP, Salesforce, Custom APIs).
We optimize for latency, cost, and security. We perform adversarial testing.
We train your internal teams to own the system once we step back (if you want us to).
Embedded a frontier reasoning model directly into a legacy mainframe claims pipeline.
Replaced brittle rules engine with an agentic forecasting layer wired into SAP.
Hardened a HIPAA-safe deployment across three hospital networks in six weeks.
Fused sensor telemetry with a frontier model for real-time failure prediction.
They didn't act like consultants. They acted like our own staff engineers, on call, in our repo, at 2am during the cutover.
We had two failed vendor attempts before this team. They found the actual bottleneck in a week and fixed it in a month.
The hand-off was the best part. They trained our team so well we haven't needed to call them back once.
We price for outcomes, not hours. Every engagement ends in a working system in production, not a slide deck.