Data Factors Empower the Development of Service-Oriented Manufacturing: Application Scenarios, Mechanism, and Policy Suggestions

ZHANG Yahao , LI Xiaohua , LIU Shangwen

Front. Bus. Res. China ›› 2026, Vol. 20 ›› Issue (1) : 52 -73.

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Front. Bus. Res. China ›› 2026, Vol. 20 ›› Issue (1) :52 -73. DOI: 10.3868/s070-021-026-0003-9
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Data Factors Empower the Development of Service-Oriented Manufacturing: Application Scenarios, Mechanism, and Policy Suggestions
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Abstract

Service-oriented manufacturing is an important trend in the development of the manufacturing industry. Accelerating the development of service-oriented manufacturing is of great significance for building a modern industrial system, making China a strong manufacturing country, and improving its global industrial competitiveness. With the development of digital technology, service-oriented manufacturing has become a data-intensive production and service process. Data are widely applied in typical scenarios such as research and development, production, delivery to users, and operation and maintenance. Through data insights, software definition, command and control, real-time data streaming and aggregation, it helps to optimize business decisions, achieve economies of scale, enhance flexibility, improve service responsiveness, and unleash value-creation capabilities. This can comprehensively improve the operational performance of service-oriented manufacturing. To further accelerate the development of service-oriented manufacturing, it is necessary to focus on shaping the advantages of manufacturing data factors, increasing the supply of manufacturing data, enhancing the innovation of data technologies and data security, accelerating the research and application of data technology standards, and promoting cross-border data flows.

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data factors / service-oriented manufacturing / digital economy

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ZHANG Yahao, LI Xiaohua, LIU Shangwen. Data Factors Empower the Development of Service-Oriented Manufacturing: Application Scenarios, Mechanism, and Policy Suggestions. Front. Bus. Res. China, 2026, 20(1): 52-73 DOI:10.3868/s070-021-026-0003-9

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