Lightwheel

Lightwheel is a Physical AI infrastructure company building data and simulation infrastructure for robotics: SimReady assets, egocentric human data, and evaluation platforms that power robots to learn and deploy at scale. The company is organized around a three-layer data engine for Physical AI: World, Behavior, and Evaluation. The World layer is the SimReady Library, which provides high-quality, physically accurate and visually realistic assets and scenes that form the world foundation for diverse and scalable robot training in simulation. The Behavior layer is EgoSuite, Lightwheel's globally scalable egocentric human data solution producing high-quality, multi-modality demonstrations for training Physical AI. Its open line, EgoSuite-Open100K, was released in partnership with Hugging Face in August 2026 as a staged 100,000-hour open release of egocentric human data. The Evaluation layer is RoboFinals, an industrial-grade simulation evaluation platform built to challenge frontier VLA and world models. Lightwheel-Platform Enterprise unifies simulation, data, and evaluation into a single enterprise-grade stack for building, training, and deploying Physical AI at scale. As an infrastructure provider, Lightwheel sits upstream of robot developers and model labs: its egocentric human demonstration data feeds robot learning pipelines, its SimReady assets power simulation-based training, and its evaluation platform benchmarks frontier VLA and world models.