The invention relates to a banking industry-oriented full-stack financial knowledge graph platform, which comprises a graph construction layer configured to perform source data management, logic graph ontology creation, graph production, graph treatment and task scheduling; the map warehouse management layer is configured to store maps of different fields for specific business scenes; the service application layer is configured to perform map visual search, map data mining, map query and map model application; and the application interface layer is configured to provide financial knowledge graph service access capability for the platform. Compared with the prior art, the method has the advantages that key graph management links of knowledge acquisition, knowledge representation, knowledge storage, knowledge fusion, knowledge modeling, knowledge calculation and knowledge application are realized, the whole process from knowledge raw materials to intelligent data conversion is supported, full-stack graph production and application service capability is provided, and graph construction and production efficiency is improved.