Abstract: A continuous stratigraphic modeling method based on professional software has been proposed, which uses scientific geological inference algorithms to reconstruct and fuse drilling data for analysis and processing. It automatically constructs a comprehensive stratigraphic model from top to bottom within the mining area, effectively eliminating the phenomenon of stratigraphic crossing and achieving complete and detailed display of stratigraphic thickness, morphology, attitude, and spatial relationships between strata. The accuracy and reliability of the stratigraphic model have been greatly improved. Based on the continuous stratigraphic model, deep application of stratigraphic cutting has been carried out, providing transparent geological base support for coal mine resource exploration, precise design, intelligent mining, safety production, and disaster warning.