Control performance
Cycle time, jitter, axis count, motion modes and test conditions.
Industrial Physical AI control
Turn human intent into reliable robot motion.
A unified intelligence and control stack connecting natural-language tasks, perception and deterministic execution across manipulators, AMRs and wheeled humanoid robots.
AI interprets and plans. The real-time layer executes deterministically.
Company-supplied product rendering
TaskIntent understanding and orchestration
MotionReal-time and compliant control
EmbodimentManipulators and mobile platforms
Product system
From the control core
to complete execution.
Four product lines share one technical path: understand the task, perceive the environment, plan the motion and execute through industrial control. Detailed specifications will follow verified product data.
01
AI Single/Dual-Arm Control Hub
Industrial control · Embodied developmentConnects task understanding, vision, kinematics, dynamics, industrial communication and real-time execution for single- and dual-arm systems.
02AMR Intelligent Mobile Platform
Four-wheel-drive · Two-wheel-driveA common software and expansion foundation for material movement, mobile inspection and application-specific top modules.
03Wheeled Humanoid Robot
Dual-arm manipulation · Mobile embodimentCombines dual arms, perception, a movable torso and a wheeled base to reach a workstation, understand the target and perform bimanual tasks.
04Cable Inspection Platform
Vision inspection · Quality traceabilityConnects visual inspection, defect decisions, production signals and traceability for cable manufacturing. Final scope remains subject to the released data sheet.
One intelligent control hub
AI interprets.
Real-time systems move.
We separate open-ended intelligence from industrial execution. The upper layer reasons over tasks, vision and context; the lower layer handles motion, communication and feedback, with constraints and confirmation before action.
01 IntentDescribe the task and outcome
02 PerceptionUnderstand the scene and workpiece
03 PlanningPlan, constrain and confirm
04 ControlExecute and return state
Product architecture rendering · supplied by Matrix Dimension RoboticsEngineering evidence
Every capability needs
a verifiable answer.
Product pages will publish evidence around actual tests instead of using broad claims as substitutes for operating limits.
Compatibility
Verified manipulators, joints, buses, cameras and mobile bases.
Safety boundaries
Constraints, emergency stops, obstacle handling and applicable conditions.
End-to-end tasks
Continuous demonstrations from task input to execution result.
First industry platform
Make cable quality observable, actionable and traceable.
Connect vision, AI, production signals and quality systems in a real inspection workflow. Inspection scope, speed, accuracy and defect classes will be published after product parameters are confirmed.
ObserveContinuous capture
Configure imaging and triggers for the cable, surface and line speed.
DecideDetect and classify
Turn defect imagery, location and class into reviewable results.
ActConnect production
Link alarms, marking, disposition and quality traceability.
About Matrix Dimension
Built at the intersection of robotics, AI and industrial control.
Our team spans compliant robot control, embodied intelligence, industrial automation, electrical engineering and fieldbus integration—focused on turning promising intelligence into deployable and maintainable manufacturing products.
Robot motion and complianceVision and embodied AIIndustrial communicationManufacturing integration
Work with us
Start with one real task.
Tell us about the robot, equipment and outcome you need. We begin by confirming current capability, interfaces and a practical validation path before recommending a product or joint development approach.