Solutions

A common dataset workflow for teams that collect data differently.

Use ViaCatalyst as the operational layer between robot data capture and LeRobot training pipelines.

Robotics research

Move from lab recordings to reproducible LeRobot datasets without rebuilding the conversion pipeline for every experiment.

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Dataset engineering

Standardize ingestion, mapping, validation, and artifact delivery across projects and source formats.

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Physical AI teams

Create an inspectable data preparation layer between collection systems and model-training infrastructure.

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Security-conscious organizations

Scope identity, data boundary, storage, and deployment controls around your operating requirements.

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A practical first step

Prove the workflow on your own data.

Start free, or involve the enterprise team when deployment and governance need to be designed upfront.