Everything in version control
Infrastructure, transformations and model code live in your repository with reviewed pull requests.
How we work
From first audit to a team that runs it alone
Five stages, each with a defined end point. You can stop after any of them and still own everything built so far.
The five stages
What happens, and what you get at the end of each
01
Assess
Four weeks with your analysts and engineers. We map every source, every report nobody trusts, and what each gap costs in hours.
- Source and quality inventory
- Ranked opportunity list
- Written findings, no slideware
02
Pilot
One use case, six to twelve weeks, with a success threshold agreed before we start. If it misses, we say so and stop.
- Measurable success criteria
- Production path designed up front
- Go or no-go recommendation
03
Build
Platform, pipelines and models built in your cloud account, in your repository, reviewed by your engineers every sprint.
- Your cloud, your repository
- Tests and lineage as we go
- Weekly working demos
04
Operate
Monitoring for drift, cost and freshness, with an on-call rota we share until your team is ready to hold it alone.
- Drift and cost alerting
- Shared on-call rota
- Monthly service review
05
Hand over
Runbooks, model cards and two weeks of training. Our last invoice is the one where your team stops needing us.
- Runbooks and model cards
- Training for your analysts
- Thirty days of support, free
Standards
The rules we hold ourselves to
Tested transformations
Every model ships with data tests. A pipeline that fails silently is worse than one that fails loudly.
Documented as built
Runbooks and model cards are written during the work, not reconstructed at the end.
Questions
Questions about the process
Still unsure? Call (216) 123 45678 and ask for whoever is on the desk.
Ask a questionYes, if you already have a clear scope and recent discovery work. We will still spend a few days validating assumptions before committing to a fixed price.
You can. Everything built so far is already in your repository, documented. There is no exit fee and no licence to unwind.
One technical reviewer and one decision maker, a few hours each week. Less than that and the handover usually fails.
Tell us which number you cannot trust
Send one paragraph about the report that always starts an argument. A data lead, not a salesperson, replies within one business day.