{"slug": "inbolt-to-discuss-physical-ais-deployment-problem-at-robobusiness", "title": "Inbolt to discuss physical AI’s deployment problem at RoboBusiness", "summary": "Rudy Cohen, co-founder and CEO of Inbolt, will argue at RoboBusiness on Oct. 20-21 in Santa Clara, Calif., that physical AI's main challenge is deployment, not data, citing deployments across over 100 factories and 40 million-plus robot cycles. Cohen's talk, scheduled for 2:15 p.m. on the first day, will use production data from Stellantis, Toyota, and Ford to show that physical AI is commercially proven in manufacturing, where the bottleneck is the integration between perception and motion.", "body_md": "For information about sponsorship and exhibition opportunities, [download the prospectus](https://www.robobusiness.com/sponsor/). Questions regarding sponsorship opportunities should be directed to Colleen Sepich at csepich[AT]arrowfly.com.\n\n# Inbolt to discuss physical AI’s deployment problem at RoboBusiness\n\n[The Robot Report](https://www.therobotreport.com)\n\nRudy Cohen, the co-founder and CEO of Inbolt, will reframe where physical AI pays off at RoboBusiness this fall. The post Inbolt to discuss physical AI’s deployment problem at RoboBusiness appeared first on The Robot Report.\n\nPhysical AI’s consensus says progress is gated by data. More of it, better curated, better simulated. That’s true in the lab. In the factory, it’s the wrong constraint. After deploying vision-guided control across over 100 factories and 40 million-plus robot cycles, Inbolt CEO Rudy Cohen says the real bottleneck is the loop between perception and motion, and the integration tax surrounding it.\n\nAt [RoboBusiness](https://www.robobusiness.com/), which will be on Oct. 20 and 21 in Santa Clara, Calif., Cohen will give the talk, “Physical AI Doesn’t Have a Data Problem; It Has a Deployment Problem.” The talk will take place at 2:15 p.m. on the first day of the show.\n\nCohn will reframe where physical [AI](https://www.therobotreport.com/category/design-development/ai-cognition/) actually pays off. Not in bigger models, but in closing the loop at servo frequency and collapsing the months of fixtures, wiring, and returning that make every deployment a six-figure project.\n\nUsing production data from lines at Stellantis, Toyota, and Ford, Cohen will make the case that physical AI is already commercially proven, just not where the headlines are looking.\n\n## About the Cohn and Inbolt\n\nRudy Cohen is the co-founder and CEO of Inbolt, a startup bringing vision and AI to [robotics](/category/robotics) in manufacturing. He began his academic journey as a researcher in applied mathematics at École Normale Supérieure Paris-Saclay, before completing a Master’s in entrepreneurship from École Polytechnique and HEC Paris.\n\nInbolt is building a real-time control layer that turns digital twins into live robot execution. Since its founding in 2019, the [company](https://www.therobotreport.com/tag/inbolt/) has raised €20 million ($23.2 million U.S.) and now operates in over 100 factories across Europe, the U.S., and Japan.\n\n## Register for RoboBusiness now\n\nRoboBusiness 2026 is the leading event for commercial robotics developers. Attendees will gain the latest insights from experts in robotics and AI on cutting-edge research; industry trends; and innovative applications in sectors such as manufacturing, healthcare, agriculture, logistics, and more.\n\nThe show also features a number of [networking opportunities](https://www.robobusiness.com/networking-events/) to give attendees the chance to connect with other experts in the industry. This will include the Mix and Mingle reception on the first day of the show.\n\n[Buy your full conference pass](https://cvent.me/5AGyXE?RefId=articles) and gain full access to all keynotes, technical sessions, networking receptions, and special events. Discounts are also available for academia, associations, and corporate groups. Please email events[at]arrowfly.com for more details about our discount programs.\n\nThe post [Inbolt to discuss physical AI’s deployment problem at RoboBusiness](https://www.therobotreport.com/inbolt-ceo-to-discuss-physical-ais-deployment-problem-at-robobusiness/) appeared first on [The Robot Report](https://www.therobotreport.com).\n\nGet AI news in your inbox\n\nDaily digest of what matters in AI.", "url": "https://wpnews.pro/news/inbolt-to-discuss-physical-ais-deployment-problem-at-robobusiness", "canonical_source": "https://www.machinebrief.com/news/inbolt-to-discuss-physical-ais-deployment-problem-at-robobus-v7rl", "published_at": "2026-09-07 14:00:13+00:00", "updated_at": "2026-09-07 14:25:15.234057+00:00", "lang": "en", "topics": ["artificial-intelligence", "robotics", "ai-products"], "entities": ["Inbolt", "Rudy Cohen", "RoboBusiness", "Stellantis", "Toyota", "Ford", "École Normale Supérieure Paris-Saclay", "École Polytechnique"], "alternates": {"html": "https://wpnews.pro/news/inbolt-to-discuss-physical-ais-deployment-problem-at-robobusiness", "markdown": "https://wpnews.pro/news/inbolt-to-discuss-physical-ais-deployment-problem-at-robobusiness.md", "text": "https://wpnews.pro/news/inbolt-to-discuss-physical-ais-deployment-problem-at-robobusiness.txt", "jsonld": "https://wpnews.pro/news/inbolt-to-discuss-physical-ais-deployment-problem-at-robobusiness.jsonld"}}