The PUDU MT1 is an AI-powered robotic sweeper designed for industrial and commercial floor cleaning across areas up to 100,000 square meters with professional-grade dry cleaning. It measures 840 by 600 by 490 mm and weighs 65 kg, carrying a 35 L trash bin with a 70 cm practical cleaning width. Dual-disc brushes handle debris from large items like leaves and bottles down to fine dust, while high-flow negative pressure ventilation with an efficient filter achieves active dust control. AI cameras recognize and identify trash types in real time with continuous deep learning through database updates. AI spot cleaning during routine patrols features an ultra-wide scanning field of view, improving efficiency by 500 percent and achieving up to 1,800 square meters per hour in standard mode or 6,000 in spot mode. LiDAR SLAM plus VSLAM with marker integrated positioning ensures adaptation to dynamic environments. Three-dimensional depth perception and multi-sensor fusion provide navigation and obstacle avoidance with a 75 cm minimum path clearance and zero-gap edge cleaning. An extendable steering handle enables manual intervention, and quick-release modular components simplify maintenance. It runs 4 to 8 hours with under 3-hour fast charging, supporting 24/7 operation across three full-charge cycles per day. IoT integration covers elevators, e-gates, and the PUDU Link management platform.