Abstract: With the continuous development of the coal industry, intelligent mining has become key to enhancing the safety and efficiency of coal mine production. This paper conducts an in-depth study on the intelligent mining mode for medium-thick coal seams and proposes an intelligent mining mode based on transparent geological planning and cutting. The mode utilizes implicit iterative three-dimensional modeling technology, digital twin systems, and precise mining control technology, combined with big data intelligent analysis and decision-making technology, to achieve autonomous planning and cutting of the equipment in the comprehensive mining face. The research results indicate that this mode can effectively enhance the transparency of coal mining, accurately construct and dynamically adjust the three-dimensional model of the coal seam, and significantly improve the efficiency and safety of intelligent coal mining. In addition, this paper also introduces the practical case of Huangling No.1 Coal Mine, demonstrating the significant effects achieved by the intelligent mining mode in actual application, including improved production efficiency, reduced labor costs, and the realization of reduced staffing and increased efficiency. The research results of this paper are of great practical reference significance for existing coal mines to achieve intelligent mining.