A Study on the Matching Mechanism Between Digital-Intelligent Technology Functions and Service Types in Equipment Manufacturing Enterprises
LUO Jianqiang
WANG Yiwen
JIANG Qianwen
Abstract：To address the practical issues of divergent objectives and weak interconnections between digital-intelligent transformation and servitization in equipment manufacturing enterprises during their parallel advancement,a multi-objective matching model between digital-intelligent technology functions and service types is constructed from the perspective that effective matching of these two elements can promote their integration.The objectives of the model are maximizing the alignment between them and the value creation through digital-intelligent technologies.Corresponding solution methods are provided,while the effectiveness of the proposed theoretical framework and methods are verified through a case study.Results indicate that matching digital-intelligent technology functions and service types is a key factor for the integration of digital-intelligent transformation and servitization in equipment manufacturing enterprises;the bilateral matching model can provide an effective matching;the generated result is presented in the form of digitally empowered servitization.Compared with existing studies,the introduction of bilateral matching theory eliminates potential conflicts in the deep integration of digital-intelligent transformation and servitization,providing a practical theoretical model and decision-making basis for equipment manufacturing enterprises to achieve coordinated transformation.
Keywords：equipment manufacturing enterprisesdigital-intelligent technology functionsservice typestwo-sided matching
Publication Date：2025-12-31
Online Publishing Date：2026-01-16(First online date of this platform, not the publication date of the document)
Pages：10( 56-65 )