Dexterous manipulation
Prototype validatedHands and arms are improving for unstructured work.
Public demos now emphasize real object handling, not choreography.
Industry detail
Humanoid Robotics
Progress is tied to dexterity, embodied models, safety cases, and integration with existing operations.
Pilot deployments
Connected record
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Industry system
Connected view
Dependencies, demand, capabilities, companies, milestones, and evidence in one workspace.
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Stage
Pilot deployments
Companies
8
Milestones
3
Enabling stack
Global axes
Demand and adjacent markets
Core capabilities
Capability map
What has to work
The main technical capabilities that define progress in this industry.
Embodied AI control
Prototype validatedFoundation models are being tested inside physical control loops.
Training pipelines combine simulation, teleoperation, and fleet data.
Power and actuation
Pilot deploymentsRuntime, torque, and safety drive usable work cycles.
Industrial pilots expose constraints that lab demos hide.
Factory integration
Pilot deploymentsRobots must fit into existing workflows, safety zones, and tooling.
Initial deployments cluster around logistics and repetitive handling.