UMA (Universal Mechanical Assistant) officially launched December 1 with a mission to bring advanced AI into the physical world. The Paris-based company is building robots designed for real work in warehouses, hospitals, and homes, not just impressive demos.
The founding team brings serious credentials. Rémi Cadene was a research scientist on Tesla Autopilot and Optimus before creating the LeRobot framework at Hugging Face. Pierre Sermanet spent two decades in deep learning research at NYU and Google DeepMind, where he was a founding member of the robotics team. Robert Knight, now Chief Robot Officer, has designed humanoids for 25+ years and open-sourced the widely adopted SO-100 robot. Simon Alibert co-founded LeRobot and serves as CTO.
UMA is developing two complementary systems: a dual-arm mobile robot for warehouse and assembly line work, and a compact humanoid built for human-centric spaces like hospitals and labs. Pilot programs in logistics, manufacturing, and healthcare are slated for 2026.
The startup has secured backing from Greycroft, Relentless, Unity Growth, and other VCs, plus heavyweight advisors including Yann LeCun (Meta's Chief AI Scientist), Thomas Wolf (Hugging Face CEO), and Soumith Chintala. Analysts project the global humanoid and mobile robotics market will hit $243 billion by 2035.
The Bottom Line: Europe's most credentialed robotics team just entered the race to make physical AI commercially viable, with actual deployment timelines rather than vaporware promises.
QUICK FACTS
- Founded: Paris, December 2025
- Key founders: Rémi Cadene (Tesla/Hugging Face), Pierre Sermanet (DeepMind), Robert Knight (SO-100 creator)
- Products: Dual-arm warehouse robot + compact humanoid
- Timeline: Pilot programs launching 2026
- Backers: Greycroft, Unity Growth, Yann LeCun, Thomas Wolf
- Market size: $243B projected by 2035




