With the rapid development and widespread application of information technology, human society is entering a new stage of digital economy development. How to obtain software services that meet the requirements of application scenarios during the digital transformation process of enterprises. The intelligent recommendation system can provide a basis and participation for selecting suitable software services for software services. This article proposes an application scenario-oriented software service recommendation model and related recommendation methods to address the issues of software service recommendation and selection in the digitalization process of enterprises. The method provides a collection of service ratings and recommendations for backup software for specific application scenarios. This provides theoretical and technical support for enterprises to choose software services that are suitable for their application scenarios and achieve digital transformation.