AI Engineering

Take your AI from prototype to production

If you have something that works in a demo, we build the rest: the application around it, the integration into your systems, and the evidence that it keeps working.

An application under construction, with services, interfaces and monitoring shown as connected components.

What we build

  • Application and API

    The interface people or systems actually use, built as a maintainable application.

  • Data and retrieval

    Pipelines, indexing and retrieval designed for the questions being asked.

  • System integration

    Authentication, permissions, rate limits and failure behaviour against real systems.

How you will know it works

Agreed criteria and a test set, so quality is something you can see and we can improve against.

  • Evaluation sets

    Representative cases, including the difficult and rare ones, with agreed criteria.

  • Monitoring in use

    Quality, cost and latency watched after launch, not assumed.

  • Change safely

    A way to compare versions before a change reaches users.

Discuss an AI build

Tell us what exists today — an idea, a prototype, or something already in use — and what it needs to become. We will come back with a considered view.

Discuss this service →