What we build
Services
Six areas of work. Each one ships with its own deliverables, its own evaluation set and its own definition of done. No deck — a working system.
AI agents and automation
Multi-step AI agents that use your tools, recover from errors and ask a human when it matters. Ships with an evaluation set, traces and a rollback path.
RAG and enterprise search
Question answering over your own archive that cites its sources, respects per-user permissions and says nothing when it has nothing to cite.
Fine-tuning and evaluation
Models trained on your data, and evaluation sets that tell you if they are any good. The gap between a demo and a working system is measured here.
Vision and voice systems
Camera systems that work under factory lighting and voice assistants that hold a phone conversation — measured on your own data, in your own conditions.
Generative design and content systems
Brand and content production built as a parameterised system, not a pile of files. Same input, same output — and consistency survives scale.
LLM infrastructure and cost
Inference layers with predictable bills, running on your own hardware where it matters. Providers stay swappable and cost is visible per request.
Let's talk about this one
Tell us what you want to build and within two days we'll tell you who takes it and how we'd measure it.