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Nvidia in talks on $250B OpenAI data hub

NEWS

July 27, 2026 at 00:10 UTC

2 min read
Expansive Midwestern data center complex illustrating massive AI infrastructure plans tied to NVDA

Key Points

  • 01Nvidia (NVDA) is in talks to provide a roughly $250 billion guarantee for OpenAI
  • 02The potential backstop is tied to a large data-center financing package
  • 03The guarantees would support OpenAI leasing a 10-gigawatt data-center project
  • 04The facility is being developed by SoftBank’s energy subsidiary in southern Ohio

Nvidia discusses massive financing backstop for OpenAI

Nvidia (NVDA) is in talks to provide a roughly $250 billion backstop or guarantee for OpenAI as part of a large data-center financing package. The discussions center on a potential financing structure rather than a finalized agreement, indicating that terms are still being explored. The size of the contemplated guarantee underscores the scale of capital being considered for advanced AI infrastructure.

The arrangement under discussion is framed as a backstop or guarantee, meaning Nvidia (NVDA) would stand behind a substantial financing commitment rather than directly building or owning the facility. This structure is intended to support OpenAI’s access to the infrastructure it needs to expand its computing capacity. The talks highlight Nvidia’s potential role beyond supplying chips, extending into financial support for large-scale AI projects.

Support for 10-gigawatt data center project in Ohio

The proposed guarantees would be aimed at helping OpenAI lease a 10-gigawatt data-center project in southern Ohio. This project is being developed by SoftBank’s energy subsidiary, positioning it as a key infrastructure asset for future AI workloads. The focus on leasing suggests OpenAI would be a major tenant, with financing structures designed to secure long-term access to the facility.

A 10-gigawatt capacity signals a data center designed for extremely high computational demand. Tying this capacity to a single tenant arrangement with OpenAI would create a large, dedicated hub for AI model training and deployment. The potential link between Nvidia’s guarantee and SoftBank’s development highlights a multi-party effort to enable such a large-scale complex.

Strategic implications for AI infrastructure

The talks illustrate how AI development is increasingly connected to very large, capital-intensive infrastructure projects. Nvidia’s prospective role in guaranteeing financing for the facility suggests a deepening relationship with OpenAI that goes beyond hardware supply. It also shows how financing, leasing, and energy infrastructure are converging around AI data centers.

By involving an energy-focused subsidiary of SoftBank in the development, the project connects financial backing, energy provision, and compute infrastructure into a single initiative. If the contemplated structure is agreed, it would represent a substantial commitment of resources to support OpenAI’s future computing needs. The discussions, however, remain at a stage where final terms and outcomes have not been announced.

Key Takeaways

  • 01Nvidia’s talks with OpenAI point to a possible shift from being solely a hardware provider to also supporting large-scale AI infrastructure financing.
  • 02The contemplated 10-gigawatt facility in southern Ohio would represent a concentrated hub of computing capacity dedicated to OpenAI.
  • 03SoftBank’s energy subsidiary is positioned as a critical infrastructure partner, linking energy and data-center development to AI demand.

Nvidia in talks on $250B OpenAI data hub | Trading Dashboard