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Humanoid Robot Demonstrates Autonomous Logistics in Factory
Siemens and Humanoid validate AI-driven robot operations at Erlangen plant, integrating physical AI with industrial automation systems.
www.siemens.com
Siemens and Humanoid have demonstrated the deployment of a humanoid robot for autonomous logistics tasks in a live manufacturing environment. The HMND 01 Alpha robot was tested at Siemens’ electronics factory in Erlangen, Germany, marking a step toward integrating physical AI into industrial operations.
Physical AI moves from concept to industrial application
Physical AI refers to systems capable of perceiving, reasoning, and acting within real-world environments. While widely explored in research, its deployment in industrial settings requires integration with existing automation infrastructure, real-time data exchange, and reliable performance under operational constraints.
The HMND 01 Alpha robot addresses these requirements by combining mobility, manipulation, and AI-driven decision-making. In the Erlangen facility, the robot performed logistics tasks such as picking, transporting, and placing containers within production workflows.
Operational results included:
- Throughput of 60 tote movements per hour
- Continuous operation exceeding 8 hours
- Autonomous task success rates above 90%
These metrics indicate the system’s ability to operate within industrial performance expectations.
Integration with factory automation systems
A key factor in the deployment is integration with Siemens’ Siemens Xcelerator portfolio. This platform provides the infrastructure required for humanoid robots to function as part of a coordinated production system.
Capabilities include:
Integration with factory automation systems
A key factor in the deployment is integration with Siemens’ Siemens Xcelerator portfolio. This platform provides the infrastructure required for humanoid robots to function as part of a coordinated production system.
Capabilities include:
- Digital twin models for simulation and optimization
- AI-enabled perception and control systems
- Interfaces with programmable logic controllers (PLCs)
- Fleet management and industrial communication networks
Such integration enables robots to interact with other machines, autonomous vehicles, and human operators, ensuring synchronized workflows and adaptive responses to changing conditions.
Accelerating development with AI simulation and compute
The HMND 01 platform incorporates NVIDIA’s physical AI stack, including edge computing and simulation tools. These technologies support simulation-first development, where robot design and behavior are optimized in virtual environments before physical deployment.
This approach reduced development time from typical cycles of 18–24 months to approximately seven months. It also enabled optimization of mechanical and control parameters, such as actuator performance and structural design, prior to prototyping.
Design for industrial environments
The HMND 01 Alpha combines a wheeled mobility platform with humanoid manipulation capabilities, allowing it to operate in environments designed for human workers. Its AI framework enables adaptation to different tasks and handling of variable conditions commonly found in manufacturing logistics.
By functioning in shared workspaces, the robot supports flexible deployment without requiring significant changes to existing facility layouts.
Edited by Romila DSilva, Induportals Editor, with AI assistance.
Accelerating development with AI simulation and compute
The HMND 01 platform incorporates NVIDIA’s physical AI stack, including edge computing and simulation tools. These technologies support simulation-first development, where robot design and behavior are optimized in virtual environments before physical deployment.
This approach reduced development time from typical cycles of 18–24 months to approximately seven months. It also enabled optimization of mechanical and control parameters, such as actuator performance and structural design, prior to prototyping.
Design for industrial environments
The HMND 01 Alpha combines a wheeled mobility platform with humanoid manipulation capabilities, allowing it to operate in environments designed for human workers. Its AI framework enables adaptation to different tasks and handling of variable conditions commonly found in manufacturing logistics.
By functioning in shared workspaces, the robot supports flexible deployment without requiring significant changes to existing facility layouts.
Edited by Romila DSilva, Induportals Editor, with AI assistance.
