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Scale AI

The data engine behind AI, now expanding into robotics training data.

Scale AI is a San Francisco-based company specialising in data labelling and AI data pipelines for machine-learning model training. It is expanding its offering to include robotics training data, positioning itself as the data infrastructure layer for the growing robot-AI industry.

Scale AI built its business on the insight that high-quality labelled data is the critical bottleneck for AI development, and has supplied data pipelines to many of the world's largest AI laboratories and defence organisations. As robot foundation models require ever-larger datasets of demonstrations, teleoperation episodes, and annotated sensor streams, Scale is extending its tooling and workforce to cover robotics-specific data types including manipulation trajectories and embodied-AI annotations. The company's existing infrastructure for quality control, human-in-the-loop labelling, and large-scale data management translates naturally to the robotics domain. Scale AI is well-placed to become a key enabler of the robot learning ecosystem without manufacturing any hardware itself.