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Bitcoin Miner TeraWulf Lands $19 Billion AI Data Center Deal with Anthropic

Bitcoin Miner TeraWulf Lands $19 Billion AI Data Center Deal with Anthropic
Tech · 2026
Photo · Marcus Devlin for Daily Digest Invest
By Marcus Devlin Equities Correspondent Jul 6, 2026 4 min read

Bitcoin miner TeraWulf has struck a transformative deal that could reshape its business model. The company signed a 20-year data center lease with artificial intelligence firm Anthropic, potentially bringing in about $19 billion in contracted revenue. News of the agreement sent TeraWulf's stock soaring more than 10% in intraday trading.

From Crypto Mining to AI Infrastructure

The deal centers on a purpose-built AI data center campus at TeraWulf's Justified Data site in Hawesville, Kentucky. The facility is designed to support roughly 401 megawatts of "IT load" — a measure of computing power available to customers. TeraWulf expects the first portion of capacity to come online in the second half of 2027, with full build-out targeted for early 2028.

This marks a significant pivot for a company originally associated with bitcoin mining. Instead of relying on volatile cryptocurrency prices, TeraWulf is now positioning itself as a data center operator with a long-term, contract-backed income stream. The shift mirrors a broader trend where energy-intensive crypto mining sites are being repurposed for AI workloads, which require massive computing power and stable energy supplies.

In a related move, TeraWulf is selling its 50.1% stake in the Abernathy joint venture to an investor group led by its partner Fluidstack, a cloud infrastructure firm. The company says the sale frees up capital for projects it owns outright, further streamlining its focus on the Anthropic deal and other wholly owned initiatives.

What It Means for Investors

For investors, the Anthropic lease represents a fundamental shift in how TeraWulf's revenue can be modeled. Unlike bitcoin mining, where earnings swing with crypto prices, a 20-year lease provides a predictable stream of contracted payments — as long as the facility is built on time. This kind of contract can support project finance, where funding is tied to expected cash flows, reducing the need for equity raises or reliance on volatile mining profits.

However, the headline $19 billion figure comes with caveats. Most of that revenue sits years in the future, and the ramp depends on TeraWulf meeting a tight delivery schedule in 2027 and 2028. Markets will likely discount the long-term number, focusing instead on execution risks. The story for TeraWulf shifts from "what happens to bitcoin next?" to "can this company execute like a data center operator?"

The broader data center market is booming, driven by AI demand. Companies like Foxconn have reported surging AI server sales, and SK Telecom is planning a massive AI data center buildout in South Korea. Even as some tech giants cut jobs to manage data center costs, the demand for AI infrastructure remains intense.

Anthropic's Growing Footprint

Anthropic, the AI company behind the Claude chatbot, has been rapidly expanding its computing capacity. The 20-year lease with TeraWulf signals a long-term commitment to securing the massive computing resources needed to train and run advanced AI models. For TeraWulf, landing a tenant like Anthropic — which has raised billions from investors including Google and Amazon — adds credibility to its pivot.

The deal also highlights the convergence of crypto and AI infrastructure. Both industries require vast amounts of electricity and specialized hardware, making bitcoin mining sites attractive for conversion. TeraWulf's Justified Data site in Kentucky benefits from existing power infrastructure and permits, potentially speeding up the build-out compared to starting from scratch.

Risks to Watch

While the deal is a major milestone, investors should keep an eye on several factors. First, the construction timeline is ambitious, and delays could push revenue further into the future. Second, the data center market is becoming increasingly competitive, with new players like Csquare filing for IPOs to raise capital for expansion. Finally, TeraWulf will need to manage the transition from a bitcoin miner to a data center operator, which requires different operational expertise.

For now, the market is rewarding the company's bold move. But the real test will come in the years ahead, as TeraWulf works to turn a $19 billion promise into a functioning AI data center.

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