MapGIS IGServer-S is an intelligent GIS server product based on a deep learning framework, providing intelligent services such as data association and fusion, spatial analysis and prediction, clustering classification and statistics, information extraction, intelligent modeling, intelligent analysis, and intelligent interaction. It is applied in fields such as intelligent questioning, planning map generation, intelligent mining, geological knowledge graph, image recognition, target tracking, intelligent recognition, and disaster warning.