NEURA Robotics Is Building Robot Gyms Across Three Continents
The German robotics firm is opening specialised training centres where robots practise real-world tasks, filling a data gap that simulations alone cannot close.
Key points
- NEURA Robotics GmbH announced a partnership with RWTH Aachen University this week to open the first NEURA Gym, a facility where robots train on physical tasks.
- The company plans 10 such facilities across Europe, the United States, and China, with five expected to be operational by the end of 2026.
- A Series C funding round of up to $1.4 billion is backing the global network.
- German sites will be built at RWTH Aachen's Hightech Campus Melaten (roughly 3,000 square metres) and Munich Airport (more than 2,300 square metres).
- Manufacturing, automotive, healthcare, and industrial automation sectors have already expressed interest in using the facilities.
Robots have a training problem. A large language model, the technology behind chatbots like ChatGPT and Claude, learns from trillions of text examples found across the internet. A robot learning to pick up a glass, open a door, or sort packages gets a tiny fraction of that data volume. And software simulations, however detailed, cannot perfectly copy the friction, wobble, and chaos of the real world.
NEURA Robotics, based in Metzingen, Germany, thinks the answer is a purpose-built gym. Not for people. For robots.
What exactly is a NEURA Gym?
A NEURA Gym is a large facility where robots repeatedly perform physical tasks while sensors record every movement, force, and outcome. That real-world data is then combined with high-fidelity simulation, a detailed computer recreation of physical environments, to build richer training sets.
All of that information feeds into Neuraverse, NEURA's open, cloud-based development platform where companies can test robot behaviour for their specific needs before committing to a full factory or hospital rollout. The idea is to cut the risk and the wait time of adopting robots at scale.
Where will these facilities open, and when?
NEURA is building 10 facilities in total. Five are expected to be running by the end of 2026.
| Location | Partner | Size |
|---|---|---|
| RWTH Aachen, Germany | RWTH Aachen University | ~3,000 sq m |
| Munich Airport, Germany | Technical University of Munich | 2,300+ sq m |
| Up to 8 further sites | Various (Europe, US, China) | Not yet disclosed |
The Robot Report first reported details of the Aachen site. RWTH's rector, Prof. Dr. Ulrich Rüdiger, said the gym "takes our transfer strategy to a new level" and called it "a unique infrastructure for the skilled professionals of tomorrow."
Each gym will share NEURA's core technology platform but specialise according to the strengths of its local academic and industry partners.
What does this mean for ordinary people?
In the short term, not much changes in daily life. These facilities are research and development spaces, not consumer products.
Over the next few years, though, robots trained here are aimed squarely at industries that most people interact with: car manufacturing, hospital logistics, warehouse fulfilment. Better-trained robots could mean faster deliveries, less physically punishing work for factory employees, and more reliable automation in clinical settings.
Companies in those sectors can partner with NEURA to test robots against their own use cases before buying in. That lowers the financial gamble of early adoption.
Common questions
Why can't companies just use simulations to train robots?
Simulations are useful but imperfect. Real surfaces slip, objects vary in weight, and environments change in ways that even detailed computer models miss. Physical training in a controlled gym captures that unpredictability.
Who funds this, and does that matter?
NEURA's Series C round, worth up to $1.4 billion, is backing the gym network. Larger funding gives the company more runway to build and staff 10 facilities across multiple continents, though it does not guarantee every site opens on schedule.
Can smaller businesses access these gyms?
NEURA says academic researchers and corporate partners, not just large industrial buyers, will be able to use the facilities to train and validate robots for specific tasks before full deployment.
