At present, the concept of industry-education integration has attracted increasing attention in higher vocational colleges. The collaborative and innovative development of Party building and ideological and political education is of great significance for improving school-running quality and talent cultivation quality in higher vocational colleges. This paper firstly analyzes the construction and development status of industry-education integration communities, and further explores the implementation paths of the operation mechanism of group collaborative education in higher vocational education based on industry-education integration. The research findings provide references for promoting the coordinated development of Party building and ideological and political education in colleges and universities.