Nomagic, a Warsaw-based warehouse robotics firm, put a vision-language-action model into live customer operations. It says the model roughly halved the rate at which its robots stall for human help. Its new AI lab, run by a former Google DeepMind researcher, is betting on mastery before generality.
A Polish robotics company has quietly done the thing most robot labs are still demoing. Nomagic says it has deployed a vision-language-action (VLA) model into live warehouses with paying customers, Fortune reports. It says the move cut robot-caused human interventions by about half. The firm claims it is among the first to run VLAs in real production, not a staged demo.
Nomagic keeps its European headquarters in Warsaw and a US base in Sandy Springs, Georgia. Earlier this year it started an AI research lab. It hired Markus Wulfmeier as chief scientist. He is a former Google DeepMind researcher and a core member of the Gemini Robotics team.
A VLA is a single model that can see objects, read plain-language instructions, and then act. Many labs now chase it for embodied AI. The idea is that software should move things in the real world, not just answer questions on a screen.
Mastery before generality
