Embodied AI world models - Stack Layer - DexForce describes DexVerse, DexWorldModel and physical-AI world-model work as part of its core stack.
Robot OEM - Stack Layer - Company builds DexForce W1 Pro humanoid robot platform.
Wheeled humanoid builder - Peer Group - Official W1 Pro materials describe a wheeled humanoid robot with a humanoid upper body and mobile chassis.
Humanoid industrial builder - Peer Group - Official W1 Pro scenarios include industrial manufacturing, data collection, commercial services and service automation.
Mobile manipulation robotics - Stack Layer - W1 Pro is a wheeled humanoid platform with perception and manipulation, but use mobile_manipulation_robotics as supporting rather than sole identity.
Bimanual mobile manipulation - Workflow - W1 Pro has dual 7-DOF arms, optional dexterous hands and a mobile chassis for manipulation tasks.
Dexterous manipulation - Capability - W1 Pro supports dexterous hands, force control and dual-arm manipulation workflows.
Vision-language-action control - Capability - DexForce positions its system around embodied intelligence, vision-first perception and Sim2Real/VLA-style robot learning.
Factories - Customer Environment - DexForce names intelligent manufacturing and industrial production environments for W1 Pro and its physical-AI stack.
Embodied world model training - Workflow - DexVerse and EmbodiChain materials describe synthetic data, simulation and model-training workflows for embodied tasks.
Pilot deployments - Commercial Stage - Public materials report commercial and service deployments, but precise customer-scale robot counts should remain conservative.