Work with us on the hardest language problems.
Beyondlex Services partners with a small number of organizations each year — usually those whose problem will teach us something we didn't know.
What we offer
- 01
Bespoke model development
End-to-end design and training of language models for clients with unusual data, unusual constraints, or unusual languages.
- 02
Fine-tuning & evaluation
Targeted fine-tuning of frontier and open models to your domain, with evaluation methodology you can defend to a sceptical reviewer.
- 03
Language strategy
Advisory engagements for organizations whose product strategy depends on getting language right — and who suspect a translated UI is not enough.
- 04
Annotation & data partnerships
Partnered programs to design and run high-quality annotation work for under-served languages, with governance the speech communities can trust.
How we work.
Small teams.
Engagements are run by senior researchers and engineers. There is no junior tier you get handed off to.
Honest scope.
We will tell you when a problem is the wrong shape for AI, or when an off-the-shelf model is the right answer.
Research-grade rigor.
Methodology, evaluation, and documentation are held to the standard we apply to our own research — because they often become it.
Tell us what you’re trying to do.
We respond to most inquiries within a few working days, with a short note on whether we’re the right team for the problem.