TeraWulf just added another massive site in Kentucky. The move signals how former bitcoin miners now chase steady revenue from high-performance computing and artificial intelligence workloads. Shares jumped more than 10% after the announcement. Analysts took notice.
Keefe, Bruyette & Woods reiterated its Outperform rating on the company and kept a $33 price target. The bank highlighted how the new Muskie Data Campus reduces power and transmission risks while opening doors for potential AI leases as early as the first half of 2027. Yahoo Finance first reported the bank’s updated view days after the deal closed.
The acquisition closed May 22. TeraWulf revealed details four days later. It bought the 285-acre greenfield site from Industrial Equity Partners inside the 1,000-acre EastPark Industrial Park in eastern Kentucky. The location offers room for adjacent land if needed. Total potential hits more than one gigawatt of gross power capacity. Net deliverable power lands around 800 megawatts.
Construction follows a deliberate schedule. The first 500 megawatts should start ramping in the second half of 2028. Another 500 megawatts targets the second half of 2030. Kentucky Power, an American Electric Power subsidiary, will build a 345-kilovolt substation tied directly to an existing 765-kilovolt network. That setup gives TeraWulf a clear path to large-scale energy delivery without the usual grid headaches.
Paul Prager, TeraWulf’s chairman and chief executive, didn’t mince words. “The defining constraint is power, transmission, execution,” he said in the company’s official statement. He added that TeraWulf “is fundamentally a power infrastructure company.” The full release sits on the firm’s investor site. TeraWulf Investor Relations.
This isn’t TeraWulf’s first bet on the state. The company already controls a separate 480-megawatt brownfield project in Hawesville, formerly an aluminum smelter site sold by Century Aluminum. That campus carries an estimated total investment between $3 billion and $4 billion. Fluor Corporation signed a limited notice to proceed for master planning and preconstruction services back in March. The Hawesville site offers immediate access to energized infrastructure and sits close to Midwest demand centers for low-latency connections. Construction Dive covered the Fluor agreement in detail.
Together the two Kentucky developments give TeraWulf a formidable footprint. One site reuses existing industrial power infrastructure. The other taps into utility partnerships for fresh capacity. Both target the same hungry customers. Hyperscalers and AI developers need reliable, scalable compute now. They cannot wait years for new power plants or transmission lines to come online.
Stephen Glagola at KBW sees the Muskie acquisition strengthening TeraWulf’s outlook for 2027 AI leases. He points to the utility strategy lowering execution risk. Permitting and site construction look manageable. The analyst expects the company could sign initial leases for around 400 net megawatts in the first half of next year. That would accelerate revenue from HPC hosting ahead of full buildout. Blockspace Media captured Glagola’s commentary shortly after the deal news broke. Blockspace Media.
Bitcoin Magazine noted the stock reaction. Shares climbed as much as 14% on the announcement day as investors digested the deeper push into AI infrastructure. The publication framed the purchase as another step in TeraWulf’s evolution away from pure cryptocurrency mining. Bitcoin Magazine.
Local outlets picked up the economic angle. WKYT in Lexington reported the project promises jobs, construction activity and long-term development for eastern Kentucky. The company plans workforce training partnerships with regional educational institutions. Those details matter in a region that lost heavy industry decades ago. WKYT.
TeraWulf’s first-quarter results, released in early May, already showed the shift underway. The company generated $34 million in revenue. More than $21 million came from HPC lease revenue. That marked clear progress on recurring income separate from bitcoin production. Management reiterated that development timelines at its existing sites remain on track.
Yet challenges remain. Financing such large projects requires creativity. TeraWulf closed an equity offering in April and secured revolving credit facilities earlier this year. Bridge loans and potential project-level debt will likely play roles as construction accelerates. The company has talked with major banks about structures backed by future hyperscaler contracts.
Power sits at the center of everything. AI training and inference demand enormous electricity. Transmission queues stretch for years in many parts of the country. TeraWulf’s bet is that sites with secured power, existing or soon-to-be substations, and favorable zoning hold real option value. Prager has repeated the point in recent interviews. The former bitcoin miner now sells itself as an owner of energy-advantaged digital infrastructure.
Market reaction suggests some investors agree. TeraWulf stock has shown volatility but found support on each piece of positive AI-related news. KBW’s $33 target implies substantial upside from current levels. Other analysts have raised targets too after recent developments.
Not every miner has executed the pivot smoothly. Some still focus almost entirely on bitcoin output. TeraWulf chose to build a multi-site platform purpose-built for HPC from the start. Its zero-carbon emphasis, drawn from nuclear and other low-carbon sources at existing operations, could appeal to certain corporate customers with environmental targets.
The Kentucky assets complement facilities in New York and elsewhere. That geographic spread reduces single-point risks around weather, regulation or local grid constraints. It also positions the company closer to different pockets of demand.
Construction costs will test discipline. Inflation in data center equipment and labor has not disappeared. Interest rates remain a factor even after recent cuts. TeraWulf must deliver on timelines to keep credibility with future tenants. Any delay at Muskie or Hawesville could pressure the equity story.
Still, the demand backdrop looks strong. Major technology companies continue to announce tens of billions in AI infrastructure spending. They seek not just GPUs but the power, cooling, networking and facilities to run them at scale. Miners who own the underlying energy assets suddenly find themselves in conversations with hyperscalers that once ignored the sector.
TeraWulf has moved faster than many peers. Its latest Kentucky purchase adds meaningful scale to the pipeline. The utility agreements remove one of the biggest variables in data center development. And the phased approach lets the company match capital spending to signed contracts where possible.
Wall Street will watch the next few quarters closely. Early lease announcements would validate the strategy. Progress at the Hawesville site with Fluor would show execution capability on the brownfield side. Any additional financing details could sway sentiment on dilution or leverage.
For now the narrative has shifted. TeraWulf no longer trades purely as a bitcoin proxy. It competes in the race to supply the physical backbone of artificial intelligence. Kentucky has become a key proving ground. The state’s affordable power, available land and supportive economic development environment give the company tangible advantages.
Success here could encourage similar moves elsewhere. Other bitcoin miners study the same constraints. Power. Transmission. Speed to market. Those who solve them first stand to capture the highest returns. TeraWulf has placed a large wager that its approach works. The market has started to price in that possibility.
WebProNews is an iEntry Publication