AI Omni-Grabber System—an intelligent picking solution engineered for retail/e-commerce warehousing scenarios, powered by proprietary AI disordered sorting algorithms and multimodal point cloud fusion technology. The system dynamically constructs 3D product models in real time, enabling precise identification and retrieval of randomly stacked goods without pre-training. Its built-in dynamic collision avoidance mechanism ensures operational safety, driving an efficiency revolution in “goods-to-person” sorting models for enterprises.