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NVIDIA-Backed Ohio Data-Center Deal and Broad AI-Hardware Expansion Signal New Phase of AI Infrastructure Investment
OpenAI is reportedly negotiating a 20‑year lease for a 10‑gigawatt artificial‑intelligence data‑center campus on federal land in southern Ohio. NVIDIA is expected to provide the hardware and act as a credit guarantor for the deal, which could cost at least $500 billion and is slated to begin operations in 2028. The partnership follows a series of moves by NVIDIA that underscore its growing role as a financier and supplier for large‑scale AI infrastructure.
The Ohio project would rank among the largest AI facilities ever proposed. According to reports, the campus would host a 10‑GW power supply and would be built by SoftBank’s energy unit SB Energy. OpenAI would control the equipment under the lease, with payments starting once the facility becomes operational. The project would place OpenAI in a position to scale its model training and inference workloads without the upfront capital required to purchase and maintain an equivalent amount of GPU hardware.
NVIDIA’s involvement extends beyond the Ohio lease. The company recently issued a $25 billion multi‑tranche investment‑grade bond, with maturities ranging from about two years to 2056. Proceeds are earmarked for general corporate use and refinancing. The longest tranches carry a spread of roughly 90 basis points over U.S. Treasuries, reflecting investor appetite for AI‑linked financing. The bond sale drew roughly $85 billion in orders, more than three times the original target, according to a Bloomberg‑reported figure.
In addition to financing, NVIDIA is supplying GPUs for a new data‑center valley in Kazakhstan. The company plans to deliver around 100,000 next‑generation GPUs, including the GB300 and Vera Rubin models, and to invest up to $10 billion in construction. The 125‑megawatt facility is expected to be operational by 2027. The move is part of NVIDIA’s broader strategy to secure a foothold in emerging markets that are building AI infrastructure.
NVIDIA’s hardware reach is also expanding in the United States. Hut 8, a Canadian AI‑HPC provider, has upgraded its data‑center portfolio and signed a deal to use NVIDIA GPUs. The integration of NVIDIA hardware is intended to support the company’s AI and high‑performance computing deployments.
The company’s corporate structure is also evolving. Bruce Andrews has been named head of NVIDIA’s Washington, D.C. government‑affairs office. The appointment comes at a time when the company’s regulatory and policy engagement is under scrutiny, and analysts note that leadership changes can influence the company’s interactions with federal agencies.
Taken together, these developments illustrate a multi‑layered approach to AI infrastructure: large‑scale leasing agreements, debt financing, hardware supply contracts, and strategic leadership appointments. OpenAI’s Ohio campus, backed by NVIDIA, represents a significant shift toward long‑term, lease‑based models that can reduce capital expenditure for AI operators. NVIDIA’s bond offering and hardware commitments signal continued investor confidence in AI‑related capital spending.
The current situation remains in flux. OpenAI has not yet finalized the Ohio lease, and the terms of NVIDIA’s bond issuance are still being negotiated with investors. The Kazakhstan data‑center project is in the planning stages, with construction timelines yet to be confirmed. Hut 8’s expansion is underway, but the full scope of its GPU deployment is not yet disclosed. Regulatory developments, particularly around data sovereignty and energy consumption, could influence the pace of these projects. As the AI industry continues to mature, the interplay between financing, hardware supply, and policy will shape the next generation of data‑center infrastructure.
The Ohio project would rank among the largest AI facilities ever proposed. According to reports, the campus would host a 10‑GW power supply and would be built by SoftBank’s energy unit SB Energy. OpenAI would control the equipment under the lease, with payments starting once the facility becomes operational. The project would place OpenAI in a position to scale its model training and inference workloads without the upfront capital required to purchase and maintain an equivalent amount of GPU hardware.
NVIDIA’s involvement extends beyond the Ohio lease. The company recently issued a $25 billion multi‑tranche investment‑grade bond, with maturities ranging from about two years to 2056. Proceeds are earmarked for general corporate use and refinancing. The longest tranches carry a spread of roughly 90 basis points over U.S. Treasuries, reflecting investor appetite for AI‑linked financing. The bond sale drew roughly $85 billion in orders, more than three times the original target, according to a Bloomberg‑reported figure.
In addition to financing, NVIDIA is supplying GPUs for a new data‑center valley in Kazakhstan. The company plans to deliver around 100,000 next‑generation GPUs, including the GB300 and Vera Rubin models, and to invest up to $10 billion in construction. The 125‑megawatt facility is expected to be operational by 2027. The move is part of NVIDIA’s broader strategy to secure a foothold in emerging markets that are building AI infrastructure.
NVIDIA’s hardware reach is also expanding in the United States. Hut 8, a Canadian AI‑HPC provider, has upgraded its data‑center portfolio and signed a deal to use NVIDIA GPUs. The integration of NVIDIA hardware is intended to support the company’s AI and high‑performance computing deployments.
The company’s corporate structure is also evolving. Bruce Andrews has been named head of NVIDIA’s Washington, D.C. government‑affairs office. The appointment comes at a time when the company’s regulatory and policy engagement is under scrutiny, and analysts note that leadership changes can influence the company’s interactions with federal agencies.
Taken together, these developments illustrate a multi‑layered approach to AI infrastructure: large‑scale leasing agreements, debt financing, hardware supply contracts, and strategic leadership appointments. OpenAI’s Ohio campus, backed by NVIDIA, represents a significant shift toward long‑term, lease‑based models that can reduce capital expenditure for AI operators. NVIDIA’s bond offering and hardware commitments signal continued investor confidence in AI‑related capital spending.
The current situation remains in flux. OpenAI has not yet finalized the Ohio lease, and the terms of NVIDIA’s bond issuance are still being negotiated with investors. The Kazakhstan data‑center project is in the planning stages, with construction timelines yet to be confirmed. Hut 8’s expansion is underway, but the full scope of its GPU deployment is not yet disclosed. Regulatory developments, particularly around data sovereignty and energy consumption, could influence the pace of these projects. As the AI industry continues to mature, the interplay between financing, hardware supply, and policy will shape the next generation of data‑center infrastructure.
