Product2026
DEVELOPMENTService
AI Development Services
Ship faster without sacrificing engineering discipline.
- 10 active projects, capped
- 15 senior engineers, no juniors
- 2-3 devs replacing larger teams
Service details
Senior engineers building the product and the model together
Small senior teams, building the product surface and the model behind it together. One valuable slice scoped tightly enough to ship in weeks, measured by an evaluation set that grows with it.
Custom models
Fine-tuned or purpose-built where an off-the-shelf model genuinely will not do.
Agentic systems
Tool-using systems designed around real workflows and their failure modes.
Retrieval pipelines
Grounded answers with citations, evaluated rather than assumed.
Product surface
The application around the model, built by the same small team.
Evaluation harness
A graded set that runs on every change, so quality is measured not hoped for.
Handover
Documented, tested code your engineers can own from day one.
Quality measured, not hoped for
A graded evaluation set runs on every change, so regressions surface before your users meet them. You get the numbers each week, not a status deck.
- Evaluation set grows with the product
- Weekly working software in your environment
- Documented, tested code you own from day one
How we work
How we work
Fixed-scope engagement. Working software in your environment every week.
- WEEK 1
Scope tightly
One valuable slice defined precisely enough to ship in weeks, not quarters.
- WEEKS 2-3
Build in the open
Weekly working software in your environment, not status decks.
- WEEKS 4-5
Measure
The evaluation set grows with the product, so regressions surface immediately.
- WEEK 6
Transfer
Your engineers pair with ours through the last stretch and take ownership.
Related projects
Products we’ve built
How big is the team you put on a project?
Small and senior — typically two or three engineers. We cap active projects at ten so attention is real, not nominal.
Do you work with our in-house developers?
Yes, and we prefer it. Pairing through the final stretch is how the handover actually sticks.
Who owns the code?
You do, from the first commit. It arrives documented and tested, in your repositories.
How quickly do we see something working?
Working software in your environment weekly, with the first valuable slice usually live within six weeks.
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