Service
AI Architecture & Development
Designing AI solutions that fit your organisation: useful, scalable and maintainable, with modern language models where they make a difference, and not where they don't.
AI works best as part of a well-designed system, not as a feature bolted on top. The real questions are architectural: where does the model sit, what data does it see, how do we keep it reliable, and how do we change it later without starting over?
I design and build AI solutions from the ground up, from the choice of models and frameworks to the way they connect with your existing systems, data and people. Always with an eye on what the business actually needs.
How I help
Business first
We start from the problem and the value it brings, and choose the technology after that, not the other way round.
Designed to change
Models evolve quickly. A good architecture lets you swap, combine and upgrade them without rebuilding everything around them.
Reliable by design
Evaluation, monitoring and graceful fallbacks are part of the design, so the solution stays trustworthy in daily use.
What working together looks like
- Exploring the use case, the data and the constraints together
- A clear architecture: models, data flows, integrations and boundaries
- A working prototype to test the idea early
- Building towards production with evaluation and monitoring in place
Questions to start with
- Which problem would you most like AI to help with?
- What data and systems would a solution need to work with?
- How would you know the solution is doing a good job?