The integrated construction of ideological and political education in middle and higher vocational education mainly aims to enhance the comprehensiveness and practicality of ideological and political education by integrating the curriculum settings, teaching methods, evaluation systems, and practical activities of various stages in middle and higher vocational schools. In the context of digital empowerment, digital technology can significantly improve the quality and effectiveness of ideological and political education, providing new ideas for the reform and innovation of the grand ideological and political course. In light of this, the article combines digital technology and artificial intelligence to propose a new model for collaborative education in ideological and political education in middle and higher vocational education, termed “Intelligent + Ideological and Political Education,” maximizing the empowering role of digital technology in ideological and political education, with the aim of expanding the depth and breadth of ideological and political education and supporting the high-quality development of talent cultivation in middle and higher vocational education.