Walden Robotics Launches with $300 Million to Deploy General-Purpose Robots in Industry

Walden Robotics, a full-stack Physical AI company, has emerged from stealth with $300 million in seed funding, valuing the firm at $1.1 billion. The round is co-led by Toyota (through Toyota Motor Corp, Toyota Invention Partners, and Toyota Ventures) and Deviation Capital, with participation from NVIDIA, Boeing, AE Ventures, Samsung Ventures, Prologis Ventures, CoreWeave Ventures, and a host of financial partners including Calibrate Ventures, Colle Capital, Shine Capital, NextView Ventures, Squarepoint Capital, One Madison Group, KAS Venture Partners, and Menlo Ventures.

Technology and Deployment

The company builds and deploys general-purpose robots that continuously learn and improve while performing real work in manufacturing and logistics environments. Walden’s robots operate alongside human workers from day one, taking on tasks that are difficult to automate and allowing skilled team members to focus on problem-solving, judgment, and craftsmanship. The technology is built on a decade of foundational AI and robotics research that the Walden team helped pioneer, including Diffusion Policy and Large Behavior Models (LBMs)—the frontier model class that powers the robots and enables them to learn new tasks quickly and improve through real-world practice.

Walden launched out of Toyota Research Institute in January 2026 and began working with customers immediately. By February, its general-purpose robots were already performing useful work in production at a Toyota plant in North America, moving from pilot to real deployment in under two months.

Industry Partnerships and Future Vision

The company’s robots are already serving strategic partners in automotive, aerospace, semiconductors, electronics, logistics, and life sciences, addressing labor shortages, demographic shifts, and competitive pressures. “Core advances in Physical AI, and all of the excitement and attention surrounding it, has made disruptive change possible,” said Dr. Russ Tedrake, co-founder and CEO of Walden, a professor at MIT, and former Senior Vice President of Large Behavior Models at Toyota Research Institute. “But providing real value to customers and building a robust and scalable business requires a deep understanding and respect for how manufacturing is done today. The best way to make fast and positive progress is by working closely together with the real experts.”

Hiroki Nakajima, Executive Vice President and CTO of Toyota Motor Corporation, highlighted the alignment of values: “Walden’s uniqueness is its ability to deliver robots that provide value from day one in real-world work environments: Robots that continuously improve through learning, while always keeping people at the center. This reflects the values shared by Toyota and Walden, including kaizen, jidoka, and a strong commitment to supporting and developing people.”

Colin Beirne, Founding Partner of Deviation Capital, praised the team’s interdisciplinary expertise: “Advances in AI are making a new generation of adaptable robots possible, and Walden sits right at the center of that shift. The Walden team is generational, bringing together a rare, interdisciplinary group of experts spanning foundational robotics research, large-scale production hardware, and operational and business leadership.”

Walden Robotics was founded in 2026 by pioneers in robotics and AI from Toyota Research Institute, MIT, Stanford, and Amazon. The company aims to expand human potential and improve quality of life by putting human ingenuity to work at industrial scale.

The source for this article is https://www.roboticstomorrow.com/news/2026/07/15/walden-robotics-launches-with-300-million-to-put-general-purpose-robots-to-work-today/26842/.