Dyna Robotics

Dyna Robotics builds general-purpose robotic arm systems powered by its own foundation models, aimed at businesses that need repetitive dexterous work done reliably. This launch marks the moment its robots crossed the ROI threshold in a paying customer deployment at Din Tai Fung, one of the highest revenue per location restaurant chains, moving the company past the pilot stage that has stalled much of the humanoid and manipulation field. For founders and operators evaluating physical AI, the significance is that a fleet is now covering its cost inside a real, high-throughput kitchen rather than a staged demo. The company was founded in 2024 by Lindon Gao, Jason Ma and York Yang and is based in Redwood City. Lindon and York are repeat founders who previously built Caper AI, an AI-powered smart cart company which they sold to Instacart for $350M. Jason Ma is a former researcher at DeepMind and NVIDIA . Their approach centers on task-specialized foundation models trained and refined in production, with the model deployed at multiple customer sites, supporting generalization and commercial viability as it continues to learn and improve from on-the-job experience . Under the hood, Dyna's robots work up to sixteen hours a day in hotels, restaurants, laundromats, and gyms , handling tasks like folding and food preparation. Pricing follows a robots-as-a-service structure, where hardware, software, maintenance, and continuous model updates are bundled into a single monthly payment, reducing ROI uncertainty for customers while giving Dyna recurring revenue and each deployment generates training data that enhances the foundation model for all customers . The Din Tai Fung milestone is the first public proof that this loop closes on a customer P&L.