
Application Scenarios
Typical Application Scenarios


Logistics Picking


Household Services


Research & Education


Food Processing
Application Advantages
Adaptable to Multiple Scenarios
With a diverse range of composable atomic skills, the Noematrix Brain can adapt itself to meet the demands of real-world environments. This allows a user to effortlessly equip their robots to perform a wide range of tasks, including grasping, opening, and placing objects, while achieving high-efficiency adaptation across different scenarios.
Robust and Generalizable
Powered by a force-centric large model that incorporates force–position hybrid decision-making, the Noematrix Brain enables robots to adapt to a variety of objects and environments, while maintaining high robustness and broad generalization under dynamic conditions.
Highly Efficient and User-Friendly
The Noematrix Toolchain is a closed-loop toolchain covering data collection, data annotation, model training, and model deployment. With its intuitive graphical interface, the Toolchain reduces technical barriers and accelerates real-world adoption.
Collaborative Partners







