Summary
- Nscale is reportedly discussing up to $1.5bn of convertible notes and a further $2bn investment from Nvidia.
- The company was valued at $14.6bn following a $2bn Series C and is preparing for a possible public listing.
- Recent debt facilities show how long customer contracts are increasingly being used to finance physical AI infrastructure before capacity enters service.
Nscale is reportedly seeking about $3.5bn of financing ahead of a possible initial public offering as the UK-headquartered AI infrastructure provider continues to fund an expanding portfolio of data centres and GPU deployments.
The proposed financing is understood to comprise up to $1.5bn of convertible notes and a further $2bn investment from Nvidia, according to Reuters. Goldman Sachs is working on the fundraising, while Third Point is expected to lead the convertible-note investment.
The discussions remain subject to change. Nscale, Nvidia, Third Point, and Goldman Sachs had not publicly confirmed the proposed transaction at the time of reporting.
The convertible structure would allow Nscale to raise additional capital before a public listing while giving investors the ability to convert their position into equity. Reuters reported that the notes are being discussed at a discount to the eventual IPO price and with a cap on the conversion valuation.
Nscale’s financing requirements are increasingly those of a physical infrastructure developer rather than a software company. Its projects combine buildings, electrical systems, high-density GPU clusters, networking, storage, and liquid-cooling equipment across several countries.
On 31 August, the company announced approximately $3bn of senior secured delayed-draw term-loan commitments for deployments in Ward County, Texas, and Madison, North Carolina.
The facilities provide up to $1.85bn for Ward County and up to $1.2bn for North Carolina. Nscale said the funding will primarily pay for GPU infrastructure and associated networking, storage, liquid cooling, and site work.
The Ward County development is designed for approximately 200MW of IT load under the funded deployment and uses closed-loop direct liquid cooling and rear-door heat exchangers. The North Carolina facility has up to 40MW of IT capacity and requires retrofit expenditure alongside the compute deployment.
Those loans show how the capital requirements of AI infrastructure extend beyond buying accelerators. Cooling distribution, power systems, network fabric, storage, building work, and commissioning all have to arrive before GPUs can generate customer revenue.
Nscale has also accumulated long-term commercial commitments. Reuters reported that documents shown to prospective investors put total contracted revenue at about $103bn, although a person familiar with the figures said they were illustrative rather than formal revenue guidance.
One of the largest individual commitments is a reported six-year, $45bn contract to provide Anthropic with AI cloud capacity from Nscale’s West Virginia campus. DataCentral reported on that agreement in August.
Long-duration customer contracts can support project finance because they provide lenders and investors with a clearer view of future cash flow. They also create delivery obligations: a provider still has to secure power, complete construction, install cooling and electrical systems, obtain the hardware, and commission the site on schedule.
Nscale was valued at $14.6bn after a $2bn Series C funding round in March. A potential IPO would give the company another route to capital while placing greater scrutiny on the relationship between contracted revenue, delivered capacity, debt obligations, and construction risk.
The reported $3.5bn pre-IPO raise would sit alongside the company’s expanding debt programme rather than replace it. Individual campuses can be financed through project-specific facilities while equity and convertible capital support the wider platform and pipeline.
That structure is becoming more common as AI infrastructure providers seek to match long customer agreements with long-lived physical assets. The resulting balance sheets increasingly combine technology-company growth expectations with the leverage, commissioning risk, and capital intensity associated with infrastructure.
Nscale’s current fundraising discussions remain unconfirmed by the company. If completed near the reported size, they would add another substantial layer of financing to a development programme already moving across data centres, GPU hardware, electrical capacity, and liquid cooling in several markets.
