Based on a new generation of information technologies and Internet platform development frameworks—including intelligent sensing, image recognition, robotics, artificial intelligence, IoT, and the Internet—this solution focuses on a closed-loop data chain of perception ~ analysis ~ decision-making ~ control. It achieves standardized mine infrastructure, intelligent construction equipment, and integrated management and control systems, forming a trinity of end-side equipment, edge remote-control systems, and cloud platform support. The result is a manned-to-unmanned intelligent mining and excavation system that realizes intelligent production processes and smart operational decision-making in mining enterprises. It reconstructs the mining production system, ensures intrinsically safe, highly efficient operations and scientific decision-making throughout the excavation process, and establishes a new paradigm for unmanned intelligent mining and excavation in non-coal mines.