The surge in AI demand is accelerating the expansion of data centers - the physical facilities that house an organization's critical applications and store the data necessary to run those applications and provide services. This presentation will discuss the potential benefits of a tribe hosting or developing a data center on tribal lands, recent EPA Guidance on the Redevelopment of Superfund and Brownfield Sites as AI Data Centers, and case studies.