The British company Humanoid has just closed a gigantic agreement with the German supplier Sheffler to deploy thousands of humanoid robots on wheels in industrial units around the world. The plan foresees a large-scale gradual implementation until 2032, starting as early as 2026 in real factories in Germany.

At Sheffler's unit, robots will perform box-moving tasks within active industrial environments. Meanwhile, another unit of the company will serve as a center for operational testing and full-scale validation. And the most important detail is in the way in which these robots will be used, Humanoid is not just selling machines, it is offering something much more similar to a continuous automation infrastructure.

The model works as a subscription service where the company provides the robots, maintenance, software updates, permanent technical support and complete fleet management. The robots begin to be treated as part of the operational infrastructure of the companies, almost like computing servers or industrial cloud systems and there is another even more interesting layer in all this, the collective intelligence of these machines.

The robots operate using an architecture called Kinnect IQ, an AI system created to coordinate large groups of humanoids simultaneously. Instead of each robot acting in isolation, the platform functions almost as a distributed intelligence capable of dividing tasks, reorganizing priorities and adapting operations in real time. There is a system responsible for overall fleet coordination, another that translates objectives into specific subtasks, vision and language models for physical manipulation, and even a layer dedicated to fine control of the robotic body using reinforcement learning.

The above creates something close to an operational ecosystem of connected workers or robotics and as these machines enter factories, another challenge begins to be faced, teaching robots to learn in the virtual world to work naturally in the real world and this type of advance opens space for greater reflections. Could it be that we are facing