Abstract: An enormous amount of data is generated by various types of information systems, CNC equipment, and elevated warehouses of discrete equipment manufacturing enterprises. However, how to achieve effective management, analysis, utilization of data, and making data becomes a core asset is a major problem faced by enterprises. By analyzing multiple dimensions such as data management, data governance, data resources and data storage, combined with the current situation of enterprise data and business development needs, the design concept of "unified planning and unified deployment" is adopted, the construction of the data center with business as the chain, data as the core, and data asset management as the support is carried out. Including various practical scenarios for the executive, management, and decision-making levels of the enterprise, realizing the management objectives of "business digitization, data capitalization and asset value", building the foundation for the digital transformation of the enterprise and the construction of the digital factory.