With the rapid advancement of information technology, intelligence and digitalization have emerged as crucial directions for innovation and enhancement across all industries. In the realm of higher education, the significance of intelligent party building as a contemporary approach to promoting party building in colleges and universities has become increasingly evident. The primary methodologies employed include literature review, big data analysis, and design research methods. This paper examines the necessity, objectives, functional structure, and implementation pathways for constructing an intelligent party building platform in colleges and universities, framed within the context of “Red Roots and Strong Foundation Project. corresponding strategies and recommendations, aiming to provide both theoretical support and practical guidance for the innovation and execution of party building initiatives in higher education institutions.