Models that know your domain.
We adapt model behaviour to specific terminology, evidence, and output requirements. Knowledge with a clear application.
We build specialised AI models around your industry, your knowledge, and the way you work.
Discover what we buildYour work has its own language, rules, and complexities. Your AI should understand them.
We bring domain knowledge, privately fine-tuned models, and purpose-built workflows together. The result: intelligence designed for a defined job, with people in control.
We adapt model behaviour to specific terminology, evidence, and output requirements. Knowledge with a clear application.
From intake to review, we build the steps around the task. Structured inputs. Consistent outputs. Clear hand-offs.
Private model weights, agreed data boundaries, and deployment options scoped to your organisation’s requirements.
Our first application tackles a demanding task: turning flight-disruption evidence into structured defence drafts for airline legal teams.
Focused on EU261 and UK261 workflows, the working MVP combines a privately fine-tuned model with controlled drafting and human legal review.
A focused path from specialist knowledge to a system your team can evaluate in practice.
We map your process, domain knowledge, and the decisions that need support. Together, we define a focused use case and what success should look like.
We adapt the model and design a workflow around your inputs, constraints, and review requirements. The evaluation criteria shape the build.
A controlled pilot runs alongside your existing process. Your specialists review the output before any decision to expand.
The thinking, technology, and practical details behind what we build.
What changes when a model is built around a defined domain and a real operational task.
Read perspectiveInside our first application: specialised intelligence for aviation legal operations.
Read perspectiveWhy private models, defined data boundaries, and human review belong in the same conversation.
Read perspectiveTell us about the process, the challenge, or the idea. We’ll explore where a specialised model could make a difference.
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