We build it with you
Our team works alongside yours to tune models, deploy agents and deliver research.
Custom models
Models tuned to your science
We fine-tune open-weight models on your data and test them on your own tasks.
- Fine-tuning on your data
- Evaluation on your tasks
- Inference-time control, patent pending
Private deployment
Your data stays with you
Agents and models run inside your cloud account or on your own servers.
- Your cloud or on-premises
- Models you approve
- A log of every request
Research services
Our scientists and agents, on your project
We deliver analyses, figures, manuscripts and reviews, start to finish.
- Study design and analysis
- Figures and manuscripts
- Pre-submission review
How we work
Three steps from first conversation to a team-wide rollout.
- 1
Scope
We agree on the goal, the data and the deliverables.
- 2
Pilot
A first project on your real work, with a fixed scope and price.
- 3
Scale
Roll out across your team, on our hosted service or in your environment.
Bring us your next study
Start with a pilot on a real project: a manuscript, a dataset or a model.