XDOF

Collects and curates real-world data for training robots via teleoperation. The only company nominated three times on the list, targeting one of robotics' biggest bottlenecks: scaled, high-quality real training data. Co-founder and CEO Philipp Wu started the company while struggling with data scarcity in robotics research at Berkeley. It serves ~20 customers including top AI labs, backed by Thrive Capital, Spark Capital and a16z. Its differentiation spans both data-collection hardware and tracking algorithms that directly determine data quality. Cumulative funding US$78.33M (PitchBook).

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