The AI Sorting Robot system offers a groundbreaking solution for waste recycling, replacing manual sorting with 24-hour continuous robotic operation. This system effectively addresses labor shortages and reduces employment costs, moving towards fully unmanned recycling plants. It integrates two specialized AI-powered robots: "AIBenkei" for handling materials 5kg and heavier, and "AIMusashi" for materials 5kg and lighter. These robots precisely identify and sort various materials such as wood, metal (UBC), plastic, and rubble, utilizing AI detection that provides data on material type, score, and area, thereby optimizing the entire recycling process.