Nscale, an Nvidia-backed AI infrastructure provider, filed for a U.S. IPO on September 18 and disclosed four GPU services agreements with Anthropic signed August 25 that could generate approximately $44.6 billion in aggregate payments. The agreements call for Nscale to deliver dedicated infrastructure built around Nvidia Vera Rubin NVL72 systems at the planned Monarch Compute Campus in Mason County, West Virginia, a site spanning roughly 2,250 acres with more than 8 GW of gross planned power capacity. Nscale disclosed it had not yet secured binding financing commitments for the GPU equipment and data center infrastructure required under the agreements. Separately, Anthropic also signed a roughly $35 billion cloud computing agreement with Lambda for infrastructure at a 350-MW facility being developed by Hut 8 in Nueces County, Texas.
The Nscale IPO filing exposes a structural gap increasingly common in the AI infrastructure market: contracted demand at the scale of tens of billions of dollars does not automatically secure the financing, power, or construction capacity needed to deliver operating megawatts. Nscale reported $140.6 million in revenue for the first half of 2026 against a net loss of approximately $1.02 billion, illustrating how capital-intensive and financially strained the buildout remains even as contracted values exceed $103 billion.
Both Anthropic and OpenAI expanding their data center footprints while facing increasing financing difficulty is a significant trend story involving two of the most prominent AI companies. The financing angle adds a new dimension beyond already-published compute deal news.