Lightwheel is a Physical AI infrastructure company, building
SimReady assets, egocentric human data, and
evaluation platforms that power robots to learn and deploy at scale.
Lightwheel is an Physical AI infrastructure company, building SimReady assets, egocentric human data, and evaluation platforms that power robots to learn and deploy at scale.
How Lightwheel builds the scalable
data engine for Physical AI
The three layers of the data engine:
World, Behavior, and Evaluation
The World Layer
SimReady Library provides high-quality, physically accurate and visually realistic
assets and scenes, forming the world foundation for diverse and scalable robot
training in simulation.
The Behavior Layer
EgoSuite is Lightwheel’s globally scalable egocentric human data
solution, producing high-quality, multi-modality demonstrations
for training Physical AI.
The Evaluation Layer
RoboFinals is the first industrial-grade simulation evaluation
platform built to challenge frontier VLA and world models.
All Layers
Lightwheel-Platform Enterprise unifies simulation, data, and evaluation into
a single enterprise-grade stack for building, training, and deploying
Physical AI at scale.