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Anthropic Signs $19B Data-Center Lease, Files for IPO

Anthropic signed a 20-year, $19 billion data-center lease with TeraWulf in Kentucky, backed by credit it doesn't yet have, the same month it confidentially filed for an IPO expected to price this fall.

$19 billion, 20 years
Lease Value
401 megawatts
Site Capacity
Hawesville, Kentucky
Location
$65B at $965B
Latest Round
2028
Full Buildout
TC
Trace Cohen
Early-stage VC & angel · Founder, New York Venture Partners
July 7, 2026
2 min read
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THE RUNDOWN
1

Anthropic's 20-year lease with former crypto-miner TeraWulf covers the 401-megawatt Justified Data campus in Hawesville, Kentucky, valued at $19 billion in contracted revenue over its life

2

Anthropic's own SEC filing says its payment obligations are 'expected to be supported by an investment-grade credit' -- a rating the company does not yet hold, making the lease contingent on future fundraising success

3

The lease lands weeks after Anthropic closed a $65 billion round at a $965 billion post-money valuation, and the same month it confidentially filed for an IPO expected to debut on Wall Street this fall

4

Limited operations at the Kentucky site are expected in the second half of 2027, with full buildout completing in 2028 -- meaning Anthropic is committing to capacity years ahead of when it can use it

TC
The VC Read · Trace's TakeTrace Cohen

A pre-IPO company signing a 20-year lease backed by a credit rating it doesn't have is the AI-infrastructure version of buying a house on a pre-approval letter you haven't actually gotten yet. Anthropic can probably pull this off -- it just raised at $965B -- but the fact that even the best-capitalized lab in the world needs this structure tells you how brutal the compute-scarcity math has become. Watch the IPO pricing before you watch anything else here; that's the event that actually determines whether this lease is genius or a liability.

Anthropic has signed a 20-year lease with TeraWulf, a former crypto-mining company reinvented as an AI data-center operator, valued at $19 billion in contracted revenue over the life of the deal. The lease covers TeraWulf's Justified Data campus in Hawesville, Kentucky, a 401-megawatt facility that will begin limited operations in the second half of 2027 with full completion in 2028.

The structure of the deal is the notable part. According to Anthropic's own disclosure in TeraWulf's SEC filing, the company's payment obligations under the lease are 'expected to be supported by an investment-grade credit' -- a rating Anthropic does not currently hold. In practice, that means a company that has never turned a profit is committing to two decades of lease payments contingent on maintaining a credit profile it will need to earn through future fundraising or revenue growth it hasn't yet achieved.

The timing compounds the risk profile. Anthropic closed a $65 billion round at a $965 billion post-money valuation earlier this year -- one of the largest private financings ever completed -- and confidentially filed for an IPO in early June, with an expected fall debut on Wall Street. Signing a multibillion-dollar, multi-decade lease in the same stretch as a confidential IPO filing suggests the company is racing to lock in compute capacity ahead of a public listing that would give it the balance sheet to actually support these commitments.

“Core Scientific, Cipher Mining and other former miners have struck similar AI-hosting deals over the past two years.”

TeraWulf's own pivot mirrors a broader pattern: former crypto-mining infrastructure operators -- with existing power contracts and data-center real estate -- have become some of the fastest-growing landlords for AI compute, since building new power-connected capacity from scratch now takes years longer than retrofitting existing sites. Core Scientific, Cipher Mining and other former miners have struck similar AI-hosting deals over the past two years.

The comparison to Oracle's $300 billion Stargate commitment with OpenAI is instructive: both structures involve a company that cannot yet self-fund committing to massive infrastructure spend backed by future revenue rather than current cash flow, exactly the pattern the Bank for International Settlements has flagged as carrying systemic financial risk if AI demand growth disappoints.

For infrastructure and credit investors, the Anthropic-TeraWulf lease is a useful signal of how tight compute supply has become: even the best-funded AI lab in the world, fresh off a $965 billion valuation round, is locking in capacity years in advance rather than buying it on-demand as needed.

The bear case: a 20-year lease commitment from a pre-IPO company with no investment-grade rating is a real liability sitting on Anthropic's future balance sheet, and if the IPO prices below expectations or is delayed, the gap between contracted obligations and actual creditworthiness becomes a genuine solvency question rather than a footnote.

What to watch: whether Anthropic's IPO actually prices this fall as expected, whether the company's credit rating catches up to its lease obligations before 2027 operations begin, and whether other frontier labs sign similarly structured leases with former crypto-mining operators as compute scarcity persists.

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Originally reported by The Register. Analysis and editorial commentary by Value Add Pulse.

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@Trace_Cohen·t@nyvp.com