Build and DevOps

Built for you, owned by you

We design, build and run bespoke AI systems and software. You own the code, with no lock-in.

You own the code

The bespoke code we write for you is yours, with full source, infrastructure as code and documentation.

No lock-in

Built on open standards and run in your own cloud accounts, so you can operate it without us.

Maintained after launch

Support, maintenance and continuous improvement for as long as you need them.

What we build and run

01

Bespoke builds

AI systems and software shaped around your data and processes.

  • Your processes redesigned as streamlined, optimised digital workflows that people and AI work on together.
  • Software that carries out multi-step work inside your tools, with people approving what matters.
  • Pipelines, storage and models that turn your data into forecasts and decisions.
  • Systems that keep cases, documents, deadlines and approvals in one place.
  • Connections to the systems you already run, so new tools fit in.
  • Clear, live views of the numbers that matter to leadership and teams.
02

DevOps and MLOps

The engineering that keeps AI in production: shipped safely, observable, secure and cost-controlled.

  • Every change built, tested and released automatically, so releases are routine and safe.
  • Your infrastructure defined in version-controlled code: reproducible and reviewable.
  • Secure, well-structured environments in the cloud you choose.
  • Applications packaged to run the same everywhere, and scaled as demand grows.
  • Models and prompts versioned, evaluated before release and monitored for drift in production.
  • Logs, metrics and alerts that catch problems early, and cloud spend kept in check.
  • Dependency, code and configuration checks on every change.
03

Delivery practice

Short iterations you can see and test.

  • You see working software early and often, and steer as we go.
  • Tests that run on every change, so quality never depends on memory.
  • Every change reviewed by a second engineer before it is merged.
  • Each release scanned for vulnerabilities before it ships.
04

Handover, support and maintenance

We stay with it after launch, or hand it over cleanly.

  • Everything we built, handed over with the documentation to run and change it.
  • Hands-on sessions so your people can use, run and extend the system.
  • Step-by-step guides for operating the system and handling incidents.
  • Fixes, updates and improvements after launch.
  • We run the infrastructure for you, if you would rather not.

How a build runs

01

Diagnostic

Scope, data and risks agreed before any code is written.

02

Build in iterations

Working software at every step, tested and reviewed.

03

Integrate and hand over

Connected to your tools, documented, and your team trained.

04

Run and maintain

Monitored, supported and improved after launch.