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Make Embodied AI
Successful

The Data Engine Powering Embodied AI and
World Models.

Lightwheel is an Embodied AI infrastructure company, building

SimReady assets, synthetic and egocentric human data, and

evaluation platforms that power robots to learn at scale.

Lightwheel is an Embodied AI infrastructure company, building SimReady assets, synthetic and egocentric human data, and evaluation platforms that power robots to learn at scale.

How Lightwheel builds the scalable
data engine for Embodied AI

The three layers of the data engine:
World, Behavior, and Evaluation

layers level
The Evaluation Layer
As Robot-Agnostic Pretraining Data Scales, Evaluation Becomes the Bottleneck
layers level
The Behavior Layer
From the Physically Accurate Worlds, We Generate Behaviors Data for Robots Training
layers level
The World Layer
SimReady Assets Are the Foundation of Building Physically Accurate Worlds
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The World Layer

SimReady Assets Are the Foundation of Building Physically Accurate Worlds

The Behavior Layer

From the Physically Accurate Worlds, We Generate Behaviors Data for Robots Training

The Evaluation Layer

As Robot-Agnostic Pretraining Data Scales, Evaluation Becomes the Bottleneck

The World Layer

SimReady Library

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

EgoSuite is Lightwheel’s globally scalable egocentric human data
solution, producing high-quality, multi-modality demonstrations
for training Embodied AI.

The Evaluation Layer

RoboFinals

RoboFinals is the first industrial-grade simulation evaluation
platform built to challenge frontier VLA and world models.

All Layers

Lightwheel-Platform Enterprise

Lightwheel-Platform Enterprise unifies simulation, data, and evaluation into
a single enterprise-grade stack for building, training, and deploying
Embodied AI at scale.

Trusted by the World’s Leading
AI and Robotics Teams.

Lightwheel is an Embodied AI infrastructure company, delivering the data and platforms that allow Embodied AI to learn, generalize, and operate in the real world.
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SimReady Library
EgoSuite
RoboFinals
Lightwheel-Platform Enterprise
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