TeraWulf has picked up the Muskie Data Campus, a deal that lifts the company's total AI-ready infrastructure portfolio above 2.8 gigawatts. The acquisition, announced Wednesday, adds a significant chunk of data center capacity to the firm's existing holdings, reinforcing its push into the power-hungry world of artificial intelligence computing.
The campus and the capacity jump
Details on the Muskie campus — its location, square footage, or current tenant load — remain undisclosed. What is known is that it pushes TeraWulf past the 2.8 GW threshold in combined capacity. That figure covers both operating and planned data center sites the company either owns or is developing. For context, 2.8 GW is enough to power roughly 2.3 million average U.S. homes, though data centers consume at vastly higher densities.
The move is the latest in a string of acquisitions by bitcoin miners and energy infrastructure firms pivoting toward AI workloads. TeraWulf, originally known for crypto mining, has been reorienting its portfolio to host high-performance computing and machine learning hardware. The Muskie campus is expected to be fitted out for exactly that kind of client.
Why AI infrastructure demands scale
Training large language models and running inference clusters requires massive, uninterrupted power. Data center operators face long lead times for grid interconnection and equipment procurement. By buying existing or partially built campuses like Muskie, TeraWulf sidesteps some of that timeline risk.
The company hasn't said when the site will come online or how much it paid. But the acquisition aligns with a broader market reality: hyperscalers and AI startups are scrambling for colocation space, and operators with shovel-ready capacity command a premium.
What the deal means for TeraWulf's growth
TeraWulf now sits among a handful of mid-tier infrastructure owners with gigawatt-scale AI real estate. Its capacity exceeds that of many pure-play data center REITs but remains a fraction of the top hyperscale landlords. The company will need to secure long-term tenants to justify the investment — likely large cloud providers or AI labs — and that process often takes months of negotiation.
Financing terms were not disclosed. TeraWulf has previously used a mix of debt and equity to fund expansions. Investors will watch for any dilution or leverage increase tied to the campus purchase.
The company is expected to provide more operational details during its next quarterly earnings call, where analysts will press for a timeline on Muskie's energization and the identity of potential anchor tenants.
