Custom · Built to order

Built on your
stack, handed
over running.

When the recommendation is "build it", we build it.

Custom AI systems on your stack, handed over. Custom model training on your data, your weights. On-prem infrastructure, sourced to running. You leave with a running system your team owns, and the knowledge to run it.

01 · Custom AI systems

Your stack,
handed over.

We build the system the roadmap points to, inside your environment and under your controls. Every output carries its reasoning and its confidence. Handover is part of the build: your team runs the system end to end before we leave, with a written runbook for the cases where it surprises them.

02 · Custom model training

Your data,
your weights.

A model trained on your own definitions. We sit with the people who know the domain, encode what they mean, and write the training pipeline. The model and the labels are yours. A continuous-evaluation loop pairs every output with what actually happened, so calibration drifts visibly. When your definitions shift, you re-label and the model retrains.

03 · On-prem infrastructure

Sourced
to running.

When the system has to live inside your walls, we take it from sourcing to a running installation. No third-party hosted dashboard. No data leaving your desk.

How a build runs

From the recommendation to the runbook.

  1. 1Recommendation

    The roadmap says build it. The build-versus-buy matrix says why. The decision record says what. Played forward in Glasshouse first.

    Our side
  2. 2Definitions

    We sit with the people who know the domain and encode what they mean.

    Our side
  3. 3Build

    On Brew Chai, the way we build Glasshouse and this site. Plans, PRs with tests your engineers can review, source on your infrastructure.

    Our side
  4. 4Handover

    Deployed in your environment, on your cadence. Your team owns the pipeline end to end, with a runbook. The engineering track picks up here.

    Your side
What you walk out with

A running system your team owns.

  • A running system in your environment, under your controls.
  • The source, the pipeline and, where we trained one, the weights. Yours.
  • A written runbook for the cases where the system surprises you.
  • A team that can run it, and extend it.

Want it built? We build fast and well on Brew Chai.

Not sure whether to build? Start with Advisory.