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The current status of the industrial production process was introduced in this paper firstly, and then, this paper introduced the purpose and meaning of designing the intelligent computing platform, it makes detailed description about the architecture and design schema, and specifies function of modules respectively. It introduces the related technology of J2EE and .net standard framework, discusses how to put up the basic architecture of industrial intelligent computing platform, which could provide an intelligent computing platform with high reliability, ease expansibility, reusability and security. On this basis, the overall design and related technology of the platform is mainly discussed, furthermore, it also gives a simple implementation of the platform. With the platform, the guiding function of the history industrial data to the production process will be improved. It realizes the data value increment, and it is beneficial to realize the goal of the "informatization driving industrialization".