Advanced Manufacturing
Enabling robots to adapt to diverse products,
workstations, and dynamic production
environments.
Motion Brain is building a general-purpose embodied brain
that enables robots to understand the world, generate
motion, learn continuously, and evolve.
Powered by the World Motion Model, our stack unifies 3D world
understanding, motion generation, spatiotemporal reasoning,
on-device intelligence, and hardware-software co-design.
World's First Generative Embodied Foundation Model
MotionGPT maps text and multimodal instructions to high-fidelity motion, with MotionGPT3 achieving state-of-the-art results on HumanML3D. Research published at NeurIPS and cited by NVIDIA.
Learn Beyond Deployment
T²MB enables continuous learning after offline deployment, with publicly reported results showing up to 25% absolute performance improvement.
Point Cloud → 3D Intelligence
LL3DA understands 3D environments directly from raw point clouds, supporting scene description, 3D QA, instruction following, and task planning. Winner of the ICCV 3D Object Recognition Challenge.
Human-Like Spatial Reasoning
HL3DWM builds structured representations of the physical world, connecting spatial understanding with scene reasoning and task-level decision-making.
Space × Time × Motion
STI-WMM jointly models spatial structure, temporal dynamics, and robot motion, exploring more precise and generalizable action with fewer real-world demonstrations.
Enabling robots to adapt to diverse products,
workstations, and dynamic production
environments.
Across retail stores, commercial spaces, and
business parks, robots can support a range of
tasks, including retail assistance, visitor
guidance, property services, and cleaning.
Designed for elder care, medical assistance, and
home environments, supporting companionship,
rehabilitation assistance, and everyday
household tasks.
Enabling long-horizon tasks and multi-robot
collaboration across warehouses, campuses,
and logistics environments.
Building the infrastructure that connects virtual
and physical worlds for 3D understanding, data
collection, task planning, and model training.
Working with industry leaders, research institutions, and
technology partners to advance embodied intelligence from
research to real-world deployment.