German robotics unicorn NEURA launches Neuron AI to advance Physical AI and humanoid robotics

German robotics company NEURA Robotics unveiled Neuron AI, a multimodal foundation model for Physical AI, on June 2026. This innovative model combines 3D vision, touch, audio, robot state and language into a single memory, allowing robots to act upon information beyond what their cameras perceive. Neuron AI can retain context even when objects disappear from view.

David Reger, NEURA's Founder and CEO, emphasized the importance of a robot's "brain" that integrates its senses and retains contextual information. NEURA's Neuron AI model is designed to convert human expertise and physical experience into capabilities that robots can learn and apply.

NEURA developed Neuron AI in Metzingen, Germany, leveraging its unique environment of manufacturing processes, specialized expertise and demanding operating conditions. This German industrial base, combined with data partnerships with companies like Schaeffler and Bosch, has played a crucial role in the development of Neuron AI.

The company's NEURA Gyms serve as the training ground for NEURA's robots, connecting data collection, skill training and benchmarking before deployment. By encoding 3D vision, tactile and force data, audio, robot state and language, Neuron AI creates a unified stream of action, enhancing tasks that cameras alone cannot accomplish.

Neuron AI also features a memory function, enabling robots to understand cause and effect, object permanence and continuous interaction with the physical world. NEURA trained Neuron AI on real-world robot data, simulation-amplified data, and human demonstration data to create a shared foundation across five NEURA robot embodiments. This comprehensive approach ensures that Neuron AI can perform complex tasks, such as sorting laundry and handling a washing machine, without human intervention.