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Tell us about the model you’re training —and the gaps in your current data.
SFT datasets, RLHF pipelines, and expert-generated training data are not interchangeable. The right program depends on your model stage, domain, and quality bar.
Domain experts, not generic annotators
Every contributor is matched to the task — legal, medical, financial, technical. Not randomly assigned from a crowd.
Accuracy improves +10% per iteration
We support the full generation loop — not just an initial batch — as your model evolves.
155+ locales for multilingual SFT
Native fluency and cultural grounding — not translation. The difference shows in model output quality.
+10%
Accuracy per iteration
155+
Locales
>90%
Quality scores at scale
SCOPE YOUR PROGRAM
Our team will be in touch within one business day.