MARA organizes platform around AI workloads including training, inference and agentic applications.
“Together, Exaion and the Starwood partnership establish two distinct pathways on the same energy base. The Starwood joint ventures are intended to support hyperscale and large-scale compute workloads, while Exaion focuses on secure, private cloud and regulated enterprise compute. The Long Ridge acquisition, if completed, is expected to support the hyperscale pathway with owned, dispatchable generation and a low-cost power structure. These initiatives are supported by a platform organized around the workloads of: (i) AI, including training, inference, and agentic applications, (ii) critical IT load, including traditional enterprise applications, and (iii) Bitcoin mining. Each workload is supported by a common energy infrastructure layer comprised of owned and operated generation, grid-connected capacity, and behind-the-meter supply.”