RJ Scaringe, the founder and CEO of electric vehicle maker Rivian, is expanding his footprint in the tech world with the successful funding of his latest venture, Mind Robotics. The startup, which was spun out of Rivian in late 2025, has officially reached “unicorn” status following a massive $500 million Series A funding round.

Industrial Powerhouse Funding The investment round was co-led by top-tier venture capital firms Accel and Andreessen Horowitz (a16z), bringing the company’s total funding to roughly $615 million just months after its launch. The deal values the Palo Alto-based startup at $2 billion. As part of the agreement, Accel partner Sameer Gandhi will join the company’s board of directors.

Focus on “Practical” Intelligence While many robotics companies are currently focused on humanoid designs—such as Tesla’s Optimus—Scaringe is taking a different approach. He has stated that Mind Robotics is prioritizing “practical” industrial automation over spectacle.

• Targeting Complexity: The startup is building a platform for robots that can handle the nuanced, dexterous tasks—like wiring and intricate assembly—that traditional, rigid factory robots struggle with.
• A “No Cartwheels” Philosophy: In a pointed comment to the media, Scaringe noted that while humanoid robots doing acrobatics might be visually impressive, “doing cartwheels does not create value in manufacturing.”

The Rivian Connection Mind Robotics maintains a strategic “flywheel” relationship with Rivian:

• Data and Training: The robots will be trained using massive datasets gathered from Rivian’s real-world manufacturing plants.
• First Adopters: Rivian, which retains a minority stake in the startup, will serve as the primary testing ground for the new robotic systems before they are marketed to other industrial clients.
• Custom Tech: The company may also leverage custom silicon chips originally developed by Rivian for its autonomous vehicle systems to power the robots’ AI “brains.”

Addressing Global Shortages The move comes at a time when global manufacturing faces chronic labor shortages and a push for greater regional competitiveness. By focusing on AI that provides “physical reasoning,” Mind Robotics aims to bridge the gap between human dexterity and machine speed, with plans to begin large-scale deployment of its systems by the end of 2026.