Services

Services built around your systems

From the first assessment to code running in production. Each engagement is scoped around a result you can measure.

AI strategy and technical direction

Independent, practical advice on where AI will pay for itself and where it will not. We set the technical direction and stay involved through delivery.

  • Bottleneck and feasibility assessments
  • Model and platform selection for your data sensitivity, compliance needs and budget
  • Fractional technical leadership for AI projects
  • Helping your engineers adopt AI developer tools properly

Language models and AI in production

We take language models and computer vision past the prototype stage: fine-tuned, evaluated and deployed into live products.

  • Fine-tuned and self-hosted language model assistants
  • Computer vision classification systems
  • Hosting matched to sensitivity, compliance and budget

Process automation and data pipelines

Slow, error-prone manual steps replaced with automated pipelines that feed your existing enterprise systems. One of ours runs in production at 99.9% accuracy.

  • Extraction from structured and unstructured documents
  • Integration with ERP and other enterprise platforms
  • Gradual rollout that leaves the wider system undisturbed

Knowledge bases and RAG

Your documents organised into a knowledge base that AI can use reliably, and assistants that answer from it with their sources shown. Hosted privately, with nothing retained.

  • Retrieval assistants (RAG) that answer from your own documents, with citations
  • Knowledge bases in Google's Open Knowledge Format (OKF), portable between AI tools
  • Private hosting and zero data retention
  • Answers delivered where your team already works, such as Slack

Working together

Two ways to engage

Most clients start with a short, free conversation about the problem. We then suggest whichever arrangement suits the work.

Day-rate engagements

How most of our projects are priced. Flexible for building and delivering solutions, advisory work, technical leadership or extending your own team on an AI project.

Fixed-price projects

A set price for a clearly defined scope. Best when the problem is well understood and you want certainty on cost.

Not sure which of these you need?

That is normal, and it is what the first conversation is for.

Talk it through