longdash
We buildintegratemeasureadaptbuild · integrate · measure · adapt

AI that fits your business

Useful AI isn't bought, it's built: on your expertise and our technical know-how. Tailored to your company, not a template.

Let's build yours

Pipeline nodes — data engineering

Fundamentals

Compliant by design
Your sector's rules and the EU AI Act shape the architecture from the first decision, not the final audit. European infrastructure by default.
Built on your expertise
Your people know the domain. We bring the engineering, not a template.
Simplify, don't complicate
AI implementations should take away friction, not add complexity. Sometimes that means not building at all.
Adoption drives value
An AI system returns nothing until people actually use it, so we build for daily use and hand over a team that runs it without us.

What to expect — and what not to

What to expect
—
A written recommendation in week one.
Including the case for doing nothing.
—
Your engineers in the commits.
We work embedded, in your repo, on your stack.
—
Numbers with denominators.
Evaluation sets, baselines, and what failed.
What not to expect
—
Staffing a project we think should not exist.
You'd get a team and no answer.
—
A model you can't run without us.
That is a dependency, not a delivery.
—
A pilot counted as evidence.
A demo proves the demo worked. Nothing else.
They talked us out of two of the three things we asked for. The third one shipped.
Head of Product, a mid-market insurer
11 weeksfrom first call to production
3 of 14use cases we recommended building
£1.2mannual run-rate saved by not building
4 teamstrained to keep it running

Focus areas

Where we have shipped more than once
Claims triageRetrieval over regulated documentsEvaluation harnessesUnderwriting assistanceSupport deflectionInternal searchModel cost reduction