Artificial Intelligence
AI that survives contact with production
Most AI projects stall between a convincing demo and a system people can actually rely on. We specialise in closing that gap: evaluation, guardrails, cost control and the unglamorous operational work that turns a prototype into a product.
What we do
- 01
Retrieval and knowledge systems
Grounding models in your own documents and data, with retrieval quality measured rather than assumed.
- 02
Agent and workflow automation
Multi-step agents with explicit tool boundaries, human approval gates and full traceability of what was done and why.
- 03
Evaluation and guardrails
Automated evaluation sets, regression tracking across model versions, and refusal and safety behaviour you can demonstrate to an auditor.
- 04
Cost and latency engineering
Model routing, caching and prompt economics, so unit costs fall as usage rises instead of the other way round.
Technologies we work with
- Claude
- OpenAI
- Gemini
- Vector databases
- LangGraph
- MCP
- RAG
- Fine-tuning
Related services
Have a project in this area?
Tell us the shape of the problem and we will tell you honestly whether we are the right team for it.