TeraWulf acquires Muskie Data Campus, expands AI infrastructure 36%
In brief
- TeraWulf acquired Muskie Data Campus from Industrial Equity Partners, adding 1 GW of planned HPC and AI capacity
- Acquisition expands TeraWulf's development pipeline 36%, bringing total capacity to 2.8 GW across five sites
- First 500 MW at Muskie expected online H2 2028, additional 500 MW in 2030
- WULF shares jumped 8-12% on acquisition announcement
- Site features pre-zoned land and 345 kV substation connected to Kentucky Power transmission network
Strategic Repositioning to AI Infrastructure
TeraWulf has been repositioning itself from Bitcoin mining to an energy-secured infrastructure provider for AI and HPC workloads. The Muskie acquisition fits that pivot. Earlier in 2026, TeraWulf roughly doubled its operational capacity to nearly 2.8 GW through a series of acquisitions, including sites in Kentucky and Maryland that added approximately 1.5 GW of capacity. The Muskie deal represents the latest move in that expansion.
CEO Paul Prager has framed the Muskie acquisition as compatible with the company's broader vision for serving AI and HPC workloads. The site itself carries operational advantages. The Muskie Data Campus covers about 285 acres within the broader 1,000-acre EastPark Industrial Park in Eastern Kentucky, and the land is pre-zoned with minimal permitting requirements.
Power Infrastructure and Timeline
Power connectivity matters in data center development. The site comes with a newly constructed 345 kV substation connected to a 765 kV transmission network operated by Kentucky Power. This reduces deployment friction.
Capacity deployment will occur in phases. The first 500 MW of capacity is expected to come online in the second half of 2028, with an additional 500 MW slated for the second half of 2030. TeraWulf already operates the 480 MW Justified Data campus in Hancock County, Kentucky, so the company has operational experience in the region.
Market Response
WULF shares responded accordingly, jumping roughly 8-12% on the news. The market viewed the acquisition as a signal of execution momentum in the company's pivot toward AI and HPC infrastructure. Whether TeraWulf can deliver on the 2028 and 2030 timelines, and whether it can compete effectively against larger cloud providers entering the space, remains to be tested.
