The industry-education integration community serves as a crucial platform for aligning vocational education with industrial development, while digital and intelligent technologies provide a core driving force for overcoming its operational bottlenecks.Taking the National Modern Port Logistics Industry-Education Integration Community as a case, this paper analyzes the practical challenges faced by such communities in resource integration, stakeholder coordination, and benefit distribution. It further explores the enabling logic of digital and intelligent technologies on the operational mechanism of the community, and proposes optimization strategies from the dimensions of technological architecture construction, collaborative mechanism reconstruction, and benefit ecosystem improvement. This study aims to provide practical references for the efficient operation and sustainable development of industry-education integration communities.