Academic research institutions currently face insufficient AI computing resources, with allocated quotas failing to meet user needs, leading to frequent user complaints. Taizhi Cloud assists these institutions in building a solution that shares the same infrastructure, computing services, and tools as the Taizhi Cloud AI cloud platform, extending these solutions to local data centers. It also provides the same single management interface, offering users a consistent operating experience. This provides the basic computing resources needed by academic research institutions while retaining the flexibility for hybrid applications, and allows for seamless integration and future expansion of Taizhi Cloud's computing cloud resources.