Anthropic Signs 20-Year Lease for Kentucky Data Campus
TeraWulf signed a 20-year lease with Anthropic for about 401 MW of critical IT load at its Justified Data Campus in Hawesville, Kentucky, a deal the company says represents about $19 billion of contracted revenue. For infrastructure teams, the signal is that frontier-model capacity is moving from short-term cloud purchasing toward long-duration power, land, and cooling commitments. Initial capacity is expected in the second half of 2027 with full campus ramp by early 2028, so the practical watch item is execution: interconnection, permitting, cooling, and whether similar AI labs lock in comparable campuses.
The infrastructure lesson is that frontier AI capacity is increasingly being bought like strategic industrial infrastructure, not only rented as elastic cloud compute. A 20-year, multi-hundred-megawatt commitment changes how teams should think about power availability, site risk, and the long lead times behind model-training and inference supply.
What happened
TeraWulf said on July 6, 2026 that it signed a 20-year lease with Anthropic for a purpose-built AI infrastructure campus at the Justified Data site in Hawesville, Kentucky. The company says the lease covers about 401 MW of critical IT load and is expected to generate about $19 billion of contracted revenue over the initial term. TeraWulf expects initial capacity in the second half of 2027 and a ramp to full campus capacity by early 2028.
Industry context
The deal sits alongside TeraWulf's plan to sell its majority interest in the Abernathy joint venture to a Fluidstack-led investor group, freeing capital for wholly owned infrastructure projects. Reuters, CNBC, and other financial outlets framed the announcement as another sign that former crypto-mining operators and specialized campus developers are repositioning around AI workloads.
For practitioners
For ML infrastructure buyers, the key tradeoff is predictable capacity versus contractual and geographic lock-in. Long-duration campus leases can make large training schedules and inference fleets easier to plan, but they also bind teams to specific power markets, cooling assumptions, latency profiles, and operational partners.
What to watch
The critical milestones are grid interconnection, permitting, cooling buildout, and any disclosed power-sourcing agreements that support the 2027-2028 schedule. Comparable leases from other AI labs would make this less like a one-off transaction and more like a procurement shift toward contracted AI campuses.
Key Points
- 1TeraWulf says Anthropic's 20-year lease covers about 401 MW of critical IT load in Kentucky.
- 2The deal shifts frontier-AI compute planning toward long-duration power, land, cooling, and campus commitments for large workloads.
- 3Execution risk now sits in interconnection, permitting, cooling buildout, and whether similar AI labs sign comparable leases.
Scoring Rationale
This is a major AI infrastructure commitment with a 20-year term, roughly 401 MW of critical IT load, and about $19 billion in contracted revenue. The scale makes it a strong signal for frontier-model capacity planning and AI data-center procurement.
Sources
Public references used for this report.
View 10 more sources
- 04TeraWulf shares soar after Anthropic leases data center in Kentuckycnbc.com
- 05TeraWulf jumps on $19 billion data center lease deal with Anthropicwmbdradio.com
- 06TeraWulf Soars On Signing $19 Billion AI Lease With Anthropicinvestors.com
- 07TeraWulf Stock Soars 16% on 20-Year Anthropic Agreement - Barron'sbarrons.com
- 08Anthropic signs $19 billion lease for Kentucky data centercourier-journal.com
- 09Anthropic inks 20-year lease with TeraWulf - Constellation Researchconstellationr.com
- 10Anthropic signs 20-year, $19 billion lease at TeraWulf Kentucky data centerfinance.yahoo.com
- 11TeraWulf locks in $19B AI campus lease, exits 50.1% Abernathy stakestocktitan.net
- 12TeraWulf signs 20-year Anthropic lease for 401 MW at Kentucky ...blockspace.media
- 13A new Kentucky AI data center will power Anthropic as part of a 20-year dealbusinessinsider.com
Practice interview problems based on real data
1,625 SQL & Python problems across 15 industry datasets — the exact type of data you work with.
Try 250 free problems
