Eden Labs · Partner research
Specialised models, proven before they ship.
Eden Labs is Amakora’s applied research lab. We adapt and evaluate models with partners who hold the domain data, for defined work in their industry.
Why now
General models are good at most things. Regulated, domain-heavy work often needs a model that knows the domain and can show the evidence that it does.
Research agenda
- 01When does an adapted model beat a general one for a defined task?
- 02What evidence should a specialised model show before release?
- 03How little partner data does useful adaptation need?
How it works
- 01
Scope
Agree the defined task, the research question and what success looks like.
- 02
Adapt
Start from an existing model and adapt it with partner-approved data only.
- 03
Qualify
Evaluate the candidate against the general baseline in BuildAI, with independent review.
- 04
Deploy
Put the result to work in your systems, or keep the general model if it wins.
Where we focus
- Financial services
- Insurance
- Healthcare operations
- Education
Questions
Who can partner with Eden Labs?
Organisations and institutions with a defined task and domain data they are able to share for research.
What happens to our data?
Only partner-approved data is used, for the agreed research question.
Does Eden Labs have its own model?
Not yet. No proprietary model has been named or announced. The right result may be an existing model, an adapted one, or a governed system around either.