Train better AI models.
Collaborative data management platform for your training data. Designed for the next generation AI models.
Your data is working against you
Duplicates burn GPU hours
Repeated and near-identical records waste compute, distort the data distribution, and increase memorization risk.
You can't see the mix
Language, topic, and length distributions shape model behavior. File previews do not show the full composition.
Noise hides in the long tail
Empty responses, truncated turns, and format drift remain invisible in small samples and become expensive during training.
Cleanup lives in one-off scripts
Ad hoc scripts leave no durable review history, making dataset changes difficult to explain or reproduce.