Technology

Robot perception, reasoning and execution

Cyberbrain turns task instructions into physical actions. Its perception, reasoning and execution system powers the industrial workstation and other robot types.

Cognitive architecture

How the cognitive system works

Select perception, reasoning or execution to see its role.

Conceptual point-cloud view of mechanical parts on a tabletop

Perception

Understand 3D scenes and locate where to act.

Execution feedback informs the next action.

Knowledge & memory

Learn from work instructions or demonstration videos and retain task skills. Programs execute stable workflows; the model replans when conditions change.

CYBERVIEW

A spatial view of the physical world

CyberView represents objects and their relationships in three dimensions, providing context for manipulation and task reasoning.

  1. 01 / Perception

    Understand 3D scenes and locate where to act.

  2. 02 / Reasoning

    Interpret goals and constraints, then choose the next action.

  3. 03 / Execution

    Use learned skills and tools through device interfaces.

01

CyberView

Understand objects in three dimensions: their shape, position, and relationships. Spatial reasoning helps the robot determine how to grasp and manipulate them.

  • 3D understanding
  • Object relationships
  • Spatial reasoning
02

Cyberbrain, agent-native

Turn a task goal into a sequence of actions. The agent calls tools, executes the plan, and uses live feedback to adjust its next step.

  • Task planning
  • Autonomous execution
  • Feedback adjustment
03

Self-deployment

Learn tasks from work instructions or demonstration videos, with corrections from operators. Stored programs run stable workflows; the model replans when conditions change.

  • Learn from documents and demonstrations
  • Retain skills and experience
  • Reuse stable workflows

Our direction

From factory tasks to general-purpose physical intelligence

Our industrial workstation is the starting point for cognitive software that can serve different tasks and robot types.

  1. 2031

    Five-year goal

    Core software for multiple factory tasks

    Extend the workstation to multiple factory tasks, serving manufacturers expanding production in the U.S., including those reshoring operations. Reuse skills and interfaces, coordinate equipment, and expand through industrial partners.

  2. 2036

    Ten-year vision

    A cognitive platform across robot types

    Extend the same cognitive system across robot types and environments, from factories to logistics and other physical work.

Future applications

Applications beyond manufacturing

General-purpose physical intelligence is our long-term goal. Manufacturing is our starting point; broader applications will build on shared skills, experience, and device interfaces.

Concept of industrial workstations and mobile robots across manufacturing tasks
  1. 01Universal robot brain
  2. 02Industrial deployment
  3. 03General-purpose industrial workstation
  4. 04More robots & tasks

06 / Work with us

Discuss a manufacturing application

Contact us about workstation tasks, production requirements or robot integration.

Contact Us

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