A small firm that finishes things.
We started in 2019 as three engineers tired of watching good prototypes die between the pilot and the procurement committee. We stayed small on purpose: small team, senior people, visible work.
6 weeks
Median time to live slice
2–3
Concurrent builds
4
Senior engineers
60 days
Post-launch warranty
Six rules we do not bend.
We believe the gap is never the model. What matters is everything around it: an evaluation set, an owner, a review screen, and a plan for when APIs change.
Key Standards & Operating Principles
- The baseline comes first: No model is built before we know the current number. If we cannot measure it, we cannot improve it.
- Evaluation is a deliverable: A labelled test set, run on every change, is part of the build — not a QA favour at the end.
- No black box: Code in your repository, infrastructure in your cloud, models behind an interface you control.
- Humans where it matters: Anything irreversible, financial or clinical has a confirmation step. Always.
- Say the uncomfortable thing: If a rule beats a model, or the build is not worth it, you hear that in week one.
- Finish and hand over: A system nobody can maintain is not delivered. Runbooks, docs and pairing sessions are in scope.
Start
Tell us the workflow. We will tell you if AI is the answer.
Five questions, about forty seconds. You get a reply from an engineer within one business day — with a real opinion, not a brochure.
Mon–Fri, 9:00–18:00 ET · New York, NY — remote-first across US time zones