Nvidia is in talks to guarantee debt financing for Nscale’s planned AI data center campus in West Virginia, according to The Information, with Bloomberg later corroborating the report. The discussions reflect the scale of the financing required to build AI infrastructure and the growing role of major technology companies in supporting those plans.
How the proposed guarantee could work
The arrangement under discussion would help Nscale obtain financing for construction and electricity costs at its West Virginia campus. Under a residual value guarantee, Nvidia could step in if Nscale failed to make construction payments, temporarily take over the facility, and help find a buyer and a new tenant, according to The Information.
That would give lenders an additional form of support for a major construction project. Nvidia would not simply be backing purchases of its own chips or leases: the proposal would connect its financial support to the building itself and to the risk that the project cannot meet its obligations.
The possible guarantee is notable because Nvidia’s earlier support for cloud providers has mostly covered leases and chip purchases, rather than construction. If the discussions lead to an agreement, Nvidia’s exposure to Nscale would reach further into the physical infrastructure needed to run AI services.
A large project with delivery questions
Anthropic has signed a $44.6 billion contract for the project’s first building alone, according to Nscale’s IPO filing. The building is planned at 460 megawatts and is expected to use Nvidia’s next-generation Vera Rubin chips. Nscale and Anthropic are also discussing a second deal worth roughly $45 billion for another building.
The scale of those plans contrasts with Nscale’s current deployment. The company had about 25,000 advanced AI chips running in August, a fraction of the nearly 500,000 it plans to deploy. Nscale is seeking to go public at a valuation of up to $35 billion, even as concerns grow about its ability to deliver on ambitious data center projects.
The West Virginia site has faced local and regulatory hurdles as well. Runoff from the construction site has flooded nearby homes more than once. After months of negotiations, the project won state certification in September. Separately, Microsoft pulled out of a planned Nscale site in England this month after grid power for it was pushed into the 2030s.
Why Nvidia may want the project to proceed
Nvidia’s potential support would deepen its financial relationship with Nscale while helping keep a major customer’s data center plan on track. Anthropic is one of the largest buyers of AI computing power and has spread its infrastructure spending across multiple chipmakers. One investor told The Information that Anthropic’s involvement likely explains Nvidia’s interest.
Nvidia has already committed substantial resources across the sector. The Information reported that the company has extended roughly $170 billion in investments and credit support to neoclouds and large customers. That includes $1 billion in convertible financing committed to Nscale in September.
Neoclouds rent out AI computing power without a cash-rich core business behind them, leaving them exposed to the cost and complexity of rapid expansion. Investor confidence has come under pressure: shares of CoreWeave, Nebius, and IREN had each fallen more than 30% in October as of last week, CNBC reported.
Financing risk reaches across the AI supply chain
The proposed guarantee sits within a broader financing challenge. Nscale needs funding to build facilities and secure power, while Anthropic faces questions about how it will pay for rapid expansion. Anthropic filed to go public this week, but Blackstone has warned investors that the company may receive a below-investment-grade credit rating after its IPO.
A junk rating would raise Anthropic’s borrowing costs and could encourage it to keep relying on stronger partners to back its debt. That possibility helps explain why the financing of an AI data center can involve more than the developer and its customer: chip suppliers and financial backers may also have a stake in whether the project gets built.
For Nvidia, a guarantee could support demand for its chips by helping an important customer secure a facility. For Nscale, it could make financing a difficult project easier to obtain. The discussions also show how AI infrastructure plans depend on confidence that companies can fund and complete projects whose costs and commitments are substantial.