Nvidia and Wall Street's Big Banks Want to Pour $500 Billion Into AI Buildings
Nvidia is teaming up with major financial companies, including Apollo Global Management and Blackstone, to put together a $500 billion funding package for building AI infrastructure, according to a Reuters report published August 10, 2026 (Reuters). BNN Bloomberg reported the same news that day (BNN Bloomberg).
AI infrastructure refers to the giant data centers — warehouses full of powerful computers — that run artificial intelligence programs. These facilities are enormously expensive to build and operate.
The $500 billion figure is not one single deal. It appears to be an umbrella covering several different funding efforts. For example, Nvidia is also in talks with OpenAI to provide about $250 billion as a financial backstop, meaning a guarantee that money will be available if needed, to help pay for building a massive data center. The Wall Street Journal reported this on July 28, 2026 (WSJ). That backstop would work alongside a partnership announced in September 2025, in which OpenAI and Nvidia plan to roll out 10 gigawatts of Nvidia systems. A gigawatt is a unit of power — 10 gigawatts is roughly enough to power several million homes. Under that partnership, Nvidia plans to invest up to $100 billion in OpenAI over time as each gigawatt comes online (Nvidia).
Blackstone's role in the $500 billion package fits a pattern. The firm already completed a $5.34 billion infrastructure financing deal in this sector, according to a Wall Street Journal report from August 7, 2026 (WSJ Pro). Separately, BlackRock, a different company from Blackstone despite the similar name, is close to a $20 billion deal to buy Aligned Data Centers, which would be its first major move into this area (WSJ, reported October 3, 2025). Google and Blackstone also plan to start an AI cloud company together, backed by $5 billion from Blackstone (WSJ, reported May 18, 2026).
Apollo Global Management shows up on multiple sides of this story. Beyond the Nvidia-led $500 billion package, Apollo is also working with Broadcom and Blackstone to create a $35 billion platform for financing AI infrastructure (WSJ, reported July 23, 2026).
Nvidia has spent the past year laying the groundwork for these financing arrangements through a series of manufacturing and partnership deals. In April 2025, the company announced plans to produce up to $500 billion worth of AI infrastructure in the United States by working with companies like TSMC and Foxconn (Nvidia Blog). By June 2026, those plans had turned into real building sites, including new facilities in Arizona (Nvidia Blog). In July 2026, SK Group and Nvidia expanded their partnership with a plan worth more than $500 billion covering AI factories and next-generation memory chips (Nvidia Investor Relations). Nvidia also teamed up with a U.K. company called Nscale to deploy 300,000 of its Grace Blackwell GPUs — the specialized chips that power AI systems — around the world (Nvidia Newsroom, reported September 16, 2025).
The bigger picture here is that Nvidia is doing something unusual. It is not just selling chips. It is also helping to finance the very buildings where those chips will be installed. The $250 billion backstop for OpenAI, the $100 billion investment tied to the gigawatt rollout, and the $500 billion Wall Street package all point to the same idea: Nvidia is using its own money and deal-making muscle to help its biggest customers afford the data centers that will then buy Nvidia's products.
The involvement of companies like Blackstone, Apollo, and BlackRock points to a shift in how AI infrastructure gets paid for. In the past, big tech companies largely paid for their own data centers out of their own cash. Now, private investment firms are stepping in with large sums — Blackstone's $5.34 billion deal, the $35 billion Apollo-Broadcom-Blackstone platform, BlackRock's $20 billion Aligned purchase, and the $5 billion Google-Blackstone venture. These are not one-off bets. They form a web of funding where money flows through private equity firms, credit funds, and corporate partnerships rather than through traditional bank loans or company budgets.
One thing worth watching: the $500 billion number keeps showing up in different Nvidia announcements, and it is not always clear whether these are separate commitments or different views of the same money. The U.S. manufacturing plan, the SK Group partnership, and the Wall Street financing package all carry that same headline figure. Whether the August 10 Reuters report describes a brand-new arrangement or a combination of previously announced efforts will matter a lot for anyone trying to understand how much new money is actually flowing into AI infrastructure. The reporting describes the venture as a partnership between Nvidia and the financial firms, but key details — how the deal is structured, who makes decisions, and when money gets deployed — have not been disclosed.
What is clear is that the money behind the AI building boom has reached a scale that compares to what entire countries spend on infrastructure. The firms involved are the biggest in private investing. The numbers are in the hundreds of billions. And Nvidia sits at the center of it all: supplying the chips, helping fund the projects, and in some cases guaranteeing the money outright.
