UMA unveils Northstar humanoid and Real-Time Learning architecture
UMA unveiled the design of its first humanoid robot, Northstar, and introduced a learning architecture that acquires new robot skills through human demonstration instead of manual programming.

Evidence notes
- The July 7 reveal took place at the Machina Summit in Paris.
- Northstar is intended for factories, warehouses, logistics centres and other environments built around human tools and infrastructure.
- UMA says its Real-Time Learning architecture lets robots learn from demonstrations, receive guidance and improve through operational practice.
Company context
UMA develops general-purpose mobile and humanoid robots intended to operate in human-built environments. Its July 2026 release separated Northstar, the intended robot design, from Version 0, a Paris-built prototype integrating the company's AI, software and hardware.