AI Centre of Excellence

Practical AI that earns its keep.

Our AI Centre of Excellence delivers LLM apps, RAG, agents, computer vision and NLP — measured on outcomes, not hype.

What ai development looks like with us

Our AI Centre of Excellence ships machine learning and LLM systems that earn their keep — measured on the decision they improve, not the demo they impress. We start with the outcome and work backwards to the model.

RAG pipelines, agents, computer vision or NLP — built with honest evaluation, a human in the loop where it matters, and monitoring for drift once you're live.

  • LLM apps & agents
  • RAG pipelines
  • Computer vision
  • NLP
  • AI integration
  • AI discovery workshops
rag.py
def answer(question: str) -> str:
    docs = store.similarity_search(question, k=4)
    context = "\n".join(d.text for d in docs)
    return llm.complete(
        system="Answer only from the context.",
        prompt=f"{context}\n\nQ: {question}",
    )
Technology

The stack behind it

  • Python
  • PyTorch
  • Hugging Face
  • LangChain
  • Vector databases
  • LLM APIs
Deliverables

What you walk away with

A working AI feature in production
An evaluation set and quality baseline
Guardrails and human-in-the-loop review
Drift monitoring and a retraining plan
Delivery

How we deliver projects like this

Learning & skills platforms

Accessible learning and skills platforms

End-to-end learning management and e-learning platforms for public bodies — designed, built, hosted and supported.

What we deliver
  • Accessible LMS / learning platform
  • Single sign-on & learner-data integrations
  • Content tooling for non-technical teams
  • Hosting, monitoring & ongoing support
How we deliver it
Government & data platforms

National-scale government data platforms

High-availability statutory and public-data platforms, carefully maintained and continuously improved over the long term.

What we deliver
  • Platform maintenance & support
  • Feature development & modernisation
  • Uptime, monitoring & incident response
  • Documentation & knowledge transfer
How we deliver it
FAQs

Common questions

  • It depends on scope — most projects start with a short paid discovery so you get a firm estimate before committing. Book a call and we'll give you a realistic range.
  • Small projects ship in weeks; larger platforms over several months. We work in short increments so you see progress from the start.
  • Yes, we sign NDAs, and you own all the IP and code we produce for you. That's non-negotiable on our side.
  • Data protection is built into how we work — UK GDPR by design, secure-by-design engineering and accessibility to WCAG 2.2 AA. We're working towards ISO 27001 and Cyber Essentials certification, and we're happy to complete your security questionnaires.
Ready when you are

Let's build something that lasts.

Book a free 30-minute call with a senior engineer. No sales pitch — just an honest view on whether we're a fit.

Book a 30-min callSee our work