An AI bill that keeps growing
A chatbot's model costs double every quarter. We measure where tokens go, trim prompts, cache what repeats and move simple steps to smaller models, without losing accuracy.
Consulting and optimisation
Not every problem needs a new build. We review architecture and code, find what's slow, costly or fragile, and fix it or show your team how. That includes AI systems whose costs or accuracy have drifted.
Discuss a project
We reply within two working days.
Most engagements start with a short, fixed-scope review: we read the code, look at how it runs in production and talk to the people who work on it. You get a written report of what to fix first and why, with estimates. From there we can make the changes ourselves or work alongside your team.
- Software architecture
- AI/ML architecture
- RAG and agent architecture
- Technical consulting
- Code and architecture reviews
- Backend and database optimisation
- AI cost and performance optimisation
- Authentication, authorisation and RBAC
- AI and software QA and testing
Typical projects
Examples of the kind of work we take on.
A second opinion before you scale
A startup is about to hire and grow its product. We review the codebase and architecture, and hand over a prioritised list of what to fix now and what can wait.