Software where
being wrong
is expensive.
Senior engineers work inside your environment, using AI agents for the bulk of the build. We define what done means, deploy the system, and stand behind the result.
Explore capabilitiesBuilt for the actual operating boundary.
Private models, systems of record, and operational software live with the teams accountable for them. Our work begins with those constraints: where data may go, who decides, what must reconcile, and how the result will be accepted.
How we engageModel Systems
Private AI deployed in your cloud account, VPC, or hardware.
Record Systems
Payments, reconciliation, and operational software that has to be right.
Field Engineering
Embedded senior engineers and agents against explicit acceptance criteria.
Inside the boundary.
Through the last mile.
We build in the client's environment and make deployment part of the job. For AI systems, that means the model, evaluation, audit trail, and version are considered together. For operational software, it means the workflow and the record agree.
Read our data and AI principlesAPPLICATION
+ RECORD
Proof in the work.
Representative engagements, anonymized. Each began with a specific operating constraint.
Acceptance criteria up front.
Accountability through deployment.
Put the hard problem on the table.
Tell us the system, the constraint, and the deadline. We will tell you if we can take responsibility for the result.