Most AI programmes do not fail at the pilot. They fail at phase three.
We work whichever phases you are stuck on — assessment through running it in production — and we bring someone who has worked in your industry, not a consultant reading your industry for the first time.
Assess
Two weeks. We look at your data, your team, and the three use cases you are arguing about internally.
A ranked shortlist with cost, risk, and who has to say yes.
Pilot
Build the smallest version that could fail honestly, with evals from day one.
Working software and a pass/fail number, not a demo.
Roll out
Into real hands, with the change management the org actually needs.
Runbooks, training, and a support path that is not you.
Scale
Latency, cost per task, model routing, and the second and third use case on shared plumbing.
A platform your own engineers can extend.
Run
Ongoing evals, model upgrades, and drift watch — until you would rather do it yourself.
A monthly report and a handover date.
Domain experts, on the engagement
Every engagement pairs an AI lead with a practitioner from your sector. They are the reason we can tell you which use case will be quietly rejected by the people who have to use it.
Healthcare & dental
PHI handling, payer rules, and why the front desk will ignore your tool.
Field service & trades
Dispatch economics, price books, and techs who answer with voice notes.
Financial services
Model risk documentation, audit trails, and second-line review.
Manufacturing & supply
Shop-floor data quality and the gap between the MES and reality.
Public sector
Procurement reality, records retention, and accessibility duties.
Security & IT ops
Alert fatigue, tool sprawl, and what an analyst will actually read.
- A written scope with a fixed price and a stop date.
- Working software every week, demoed by whoever built it.
- Evals, runbooks, and enough documentation to fire us cleanly.
- Direct access to the people doing the work, on your Slack.
- A maturity model, a 2×2, or a 60-slide readout.
- A partner at the pitch and juniors on delivery.
- A licence fee for something we built on your dime.
- An open-ended retainer that quietly renews.