Physical Data Information

Building world-scale physical data for Vision-Language-Action models. Physical intelligence requires real-world data. At Physical Data, we capture and structure human manipulation data at production scale from hundreds of thousands to millions of hours. We cover the full spectrum of real-world tasks, from everyday actions to complex industrial workflows, across industries and environments. Our datasets are designed to train generalist VLA models on the diversity, variability, and edge cases of the physical world. With predictable delivery and the ability to generate large volumes of custom data, we help robotics and embodied AI teams train models that work in the real world at scale.