Organizations shaping AI

UMA

UMA develops vertically integrated, general-purpose mobile and humanoid robots for dexterous work in real-world settings. Its founding team draws on Tesla Optimus, Google robotics and Hugging Face's open-source LeRobot platform.

Generalist

Generalist develops embodied foundation models that learn from physical experience, with an initial focus on giving robots the dexterity and adaptability needed for useful work across varied real-world tasks.

Skild AI

Skild AI is a robotics foundation-model company headquartered in Pittsburgh founded by Carnegie Mellon professors Deepak Pathak and Abhinav Gupta. It develops the Skild Brain, a general-purpose model that runs across diverse robot hardware.

AI robotics company that pursued brain-inspired intelligence and later focused on robotic automation before being acquired by Intrinsic.

Advanced Research + Invention Agency

UK government R&D funding agency established in 2023 to back high-risk, high-reward science and technology, modelled on the US DARPA. Funds areas including AI, neurotechnology, robotics, and climate, with an £800M budget through 2028.

Covariant

Robotics AI company developing foundation models and robot-learning systems for warehouse automation and industrial manipulation.

Physical-AI research lab and full-stack robotics company building a universal robotics foundation model and data platform for general-purpose robots. Emerged from stealth in 2025 with $105M co-led by Eclipse and Khosla Ventures.

Humanoid

Humanoid develops general-purpose robots for logistics and manufacturing. Its wheeled HMND 01 platform combines purpose-built hardware with KinetIQ, an AI stack intended to let fleets learn from real industrial tasks rather than follow only fixed automation routines.

NASA

United States space agency whose research programs use AI across robotics, autonomy, Earth observation, scientific discovery, and mission operations.

Neuralink

Brain-computer-interface company co-founded by Elon Musk, developing implantable neural devices.

Sunday Robotics

Sunday Robotics is building Memo, a home robot designed to learn chores from human demonstrations captured with a sensor glove. Its bet is that large-scale, real-world manipulation data can make household robots generalize across unfamiliar homes without remote operators controlling them.

San Francisco robotics startup founded by Evan Wineland and Kaan Dogrusoz, former Apple engineers. Builds Isaac, a wheeled home humanoid robot, with laundry-folding as its first task.

BIGAI studies general intelligence through cognitive science, computer vision, robotics, multi-agent systems and machine learning, pursuing systems that can understand, reason and act across changing real-world tasks.

Boardwalk Robotics is a Pensacola, Florida-based robotics startup developing upper-body humanoid systems, including its flagship robot Alex, designed for industrial tasks such as package sorting and cargo unloading.

A global aerospace manufacturer whose commercial aircraft, defense systems, autonomous platforms and space technology make it an important developer and user of advanced engineering and artificial intelligence.

Boston Dynamics

Boston Dynamics is a Waltham, Massachusetts-based robotics company as an MIT spin-off, known for dynamic, highly mobile robots including the quadruped Spot and the humanoid Atlas.

Robotics company (Cobot) founded by Brad Porter, former VP of robotics at Amazon, and based in Santa Clara. Builds Proxie, a collaborative mobile robot designed to work safely alongside people in warehouses and hospitals.

Alphabet's moonshot robotics project, spun out of X in 2021 to build general-purpose learning robots; wound down in 2023.

American humanoid-robotics company, founded in 2005 by David Hanson, creator of the Sophia robot.

ITMO University is a research university specializing in information technology, optics and engineering. Its AI work spans machine learning, robotics and intelligent systems, alongside a prominent competitive-programming tradition.

Its Koç University–İş Bank Artificial Intelligence Center brings together researchers across engineering, medicine and the social sciences, with work spanning language, vision, robotics, interpretability and machine learning for health.

Nomagic

Nomagic builds physical-AI robotic systems for warehouse picking, sorting and packing, combining computer vision, adaptive grasping and proprietary hardware. Its robots learn from production deployments, generating real-world data for VLA-based robotics foundation models and more general manipulation.

Persona AI

"Developing the next generation of humanoid robots purpose-built for heavy industry."

PokeBot develops embodied AI for robots operating in the physical world, with research aimed at more general-purpose physical intelligence.