NEURA Gym: Physical AI Training Infrastructure for Cognitive Robots

NEURA Gym is a global network of physical AI training facilities where robots practice real tasks in authentic environments, generating high-quality training data from real physics, variability, and constraints that simulation alone cannot replicate. Unlike AI models trained on internet data, robots must learn from physical interactions--touch, force, movement, and manipulation--knowledge that lives with your experts and can only be captured in the real world.

Through dedicated training cells equipped with robots, teleoperation systems, simulation environments, and tracking technology, organizations can develop, validate, and optimize robot behaviors for their specific use cases. Each facility is built around partners' domain expertise combined with NEURA's physical AI knowledge, training pipeline, and infrastructure.

The End-to-End Physical AI Pipeline:

• Teleoperation: Data collected through skilled operators in sensorized suits, inside cells replicating the customer's environment.
• Field Data Collection: Operators at partner sites wear data suits during normal shifts, capturing high-volume real-world data that exists nowhere else.
• Simulation: Virtual replicas of real-world environments generate additional training data at scale.
• Model Training: Collected data continuously optimizes the robot's AI model until skills meet required performance standards.

Key Benefits:

• Own What You Build: Your training data, AI models, and robot skills belong to you. European infrastructure ensures data stays fully under your control.
• Deploy Automation Faster: Validate robot skills before production and eliminate the risk of deploying untested automation on your shop floor.
• Preserve Company Knowledge: Capture the expertise of your top operators as robot skills, making it scalable across your entire organization.
• Infrastructure at a Fraction of the Cost: Up to 7x lower cost than building physical AI training infrastructure in-house, with annual savings versus own infrastructure exceeding €2M.
• Marketplace Revenue: Optionally list your skills on the Neuraverse marketplace and turn your training investment into an ongoing revenue stream.

NEURA Gym's virtual training environment, including Neuraverse Tools and AI model training pipelines, is powered by Amazon SageMaker for machine learning workloads and Amazon S3 for data storage, providing the cloud infrastructure that complements the physical training facilities.

NEURA Gym gives industrial teams an 18-month head start and guaranteed priority access to the next generation of fully functioning, deployable humanoids. Locations are opening across Europe and the US, with additional facilities built where founding partners commit. Trusted by Schaeffler, Beumer Group, Bosch, and Technische Universität München. Designed and engineered in Germany by NEURA Robotics GmbH.