TeraWulf, based in Maryland, has made headlines with its recent acquisition of a significant development site in eastern Kentucky, which it plans to transform into one of the state’s largest artificial intelligence data campuses. This strategic move highlights the ongoing evolution of industrial land use in response to the surging demand for AI.
The newly dubbed “Muskie Data Campus” was obtained from Industrial Equity Partners and is anticipated to support over one gigawatt of data center capacity. To put this into perspective, a single gigawatt of power can electrify approximately 750,000 homes. The site is located within the expansive 1,000-acre EastPark Industrial Park, comprising around 285 acres of land that the company currently owns and controls, with additional adjacent acreage available for future growth. Notably, the area is already zoned for the intended usage, streamlining the development process.
Following the announcement, TeraWulf’s stock experienced a significant surge, climbing nearly 9% to reach a recent price of $24.78. Earlier in the day, shares peaked at $25.92, marking a twelve-month high, and representing a more than 100% increase since the beginning of the year.
This acquisition is reflective of a broader trend among technology and infrastructure companies racing to secure land with access to reliable and large-scale power—a vital resource that has emerged as a critical constraint in the expansion of AI capabilities. TeraWulf Chairman and CEO Paul Prager emphasized in a statement that the main challenge in this sector has shifted from hardware availability to concerns regarding power, transmission infrastructure, and execution certainty.
To bolster this development, Kentucky Power is in the process of constructing a 345-kilovolt substation linked to an existing 765 kV transmission network specifically designed to support the campus. The initial 500 megawatts of capacity is projected to come online in the latter half of 2028, with plans for an additional 500 megawatts set for 2030.
The Muskie Data Campus marks TeraWulf’s second substantial digital infrastructure site in Kentucky, complementing its existing 480-megawatt Justified Data campus located in Hancock County. Like several of its peers in the Bitcoin mining sector, including IREN, MARA Holdings, and Hive Digital Technologies, TeraWulf has recognized the burgeoning demand for AI computing power and is leveraging its current infrastructure to meet this need. Interestingly, the company reported that its revenue from AI computing surpassed its Bitcoin mining revenue for the first time in the first quarter, although it also faced a net loss of $427 million for the period.
As the landscape for digital infrastructure continues to evolve, TeraWulf’s significant investment underscores the intersection of AI and energy requirements, foreshadowing a shift in focus within the industry.
