THE ESSENTIALS IN 30 SECONDS

  • The first 5,000 m² hub in Italy is scheduled to be operational by Q4 2027; two more sites are planned, one elsewhere in Europe and one for global markets.
  • Fleets of GENE.01 humanoids will work in replicas of real industrial settings, with each setup mirrored as a digital twin.
  • AMD's Helios rack-scale architecture will process real and synthetic data and train the company's physical AI models.

Italian humanoid robot developer Generative Bionics has announced plans for what it calls a Physical AI Data Factory: a network of facilities where its robots will perform real industrial work in order to produce the data needed to train them. The company presented the project at CES Unveiled Milan, with AMD named as its AI infrastructure partner.

What is being built

The first hub, in Italy, will cover 5,000 square metres and is scheduled to be operational by the fourth quarter of 2027. The company plans a second site elsewhere in Europe and a third aimed at global markets, without giving locations or dates.

Inside, fleets of GENE.01 humanoids will carry out tasks in reproductions of real factory environments chosen with industrial partners. Each physical setup will also exist as a digital twin, so engineers can generate thousands of variations of layouts, objects, materials and failure conditions in simulation. The company describes a loop in which robots are validated in simulation, deployed, and then feed field data into the next training round.

The data goes beyond camera images. Generative Bionics says it will record contact, force, motion, proximity and temperature, including signals from GENE.01's full-body tactile skin. CEO Daniele Pucci told The Robot Report that a robot "is not only vision and is not only language."

AMD's role

The network will run on AMD Helios, a rack-scale architecture that will process physical and synthetic data, train the company's models and run digital-twin scenarios in parallel. Neither company disclosed the size of the deployment or financial terms.

Context and caveats

Generative Bionics was spun out of the Italian Institute of Technology in 2024 and builds on more than two decades of humanoid research there. It frames the project around European "humanoid sovereignty", meaning that the data and models behind its robots are produced and validated in Europe. Pucci also argued that many competing Chinese robots lack certification for industrial settings, positioning his company on safety and business customers.

The "Europe's largest" description and the timeline are the company's own claims. No funding figure was given, and the first hub is still a year away from its target opening. The announcement does, however, reflect a wider industry view that real-world robot data, rather than model architecture alone, is a key constraint on humanoid progress.