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Instinct Robotics builds an AI-driven grinding robot for metal finishing. The company says its system scans each casting, identifies what to grind, and generates a toolpath on-the-fly, adapting to part-to-part variation automatically.
The integrated system consists of an industrial robot, 3D scanner, AI controller, and operator interface. It is designed for fast operator onboarding with no robotics or programming required from the user.
The company builds its system for high-mix foundries. It says its robots serve operations running variable castings and dealing with finishing bottlenecks and a shrinking pool of skilled grinders.
Written from what Instinct Robotics publishes on its own website: instinct-robotics.com (read November 11, 2026).
No current openings posted at Instinct Robotics.
Startups often hire before a role is posted. If Instinct Robotics's work sounds like a fit, reach out with a general application through their website.
Send a general application ↗