The DOBOT Atom is a full-size humanoid robot featuring three core technologies: the Neuro-Driven Dexterity System with 28 upper-body degrees of freedom enabling servo-level vibration suppression and 200 Hz high-frequency control via a Transformer-based architecture and binocular RGB vision, the Anthropomorphic Walking System using imitation and reinforcement learning to achieve straight-knee walking with 42 percent less energy consumption than traditional bent-knee walking, and the Robot Operator Model-1 with 100 million parameters providing 24 Hz end-to-end control for autonomous task decomposition. An edge computing system delivers 7.7 times industry-standard computational power. It handles automotive assembly material handling, beverage preparation, pharmacy dispensing, and other repetitive industrial and commercial tasks requiring compact-space maneuverability.