Nvidia assembles $500B AI infrastructure financing with Wall Street giants
What's the deal? Nvidia is working with Apollo Global ManagementDealroom has a profile for this one. Try Dealroom →, Blackstone, BlackRock's Global Infrastructure Partners, Brookfield Asset ManagementDealroom has a profile for this one. Try Dealroom →, Goldman SachsDealroom has a profile for this one. Try Dealroom →, and KKR to assemble a $500B financing package for AI infrastructure, in what is arguably the largest financing ever assembled on Wall Street. The consortium is in talks to fund chips, power generation, and data centres, according to a report by the Financial Times on August 10, 2026. The exact structure of the package — equity, debt, or a combination — has not been disclosed.
Why now? The deal reflects surging demand for AI computing power. Nvidia's GPU chips underpin the generative AI boom, and the infrastructure needed to train and run large models — data centres, power plants, and networking — requires capital on a scale that individual companies cannot fund alone. The participation of six of the largest financial institutions globally signals that Wall Street sees AI infrastructure as a generational investment opportunity, akin to the build-out of telecom networks in the late 1990s or energy infrastructure in the 2000s.
Depreciation insurance. A central innovation is Nvidia's offer of residual-value support on GPU assets — reportedly covering up to 25% of a project's value. Banks have historically been reluctant to lend against GPUs because their depreciation is unpredictable: a new chip generation can render the previous one obsolete overnight. Jensen HuangDealroom has a profile for this one. Try Dealroom → can backstop that risk because he alone knows Nvidia's product roadmap — when the next architecture lands, how much faster it is, and which chips will hold their value. By offering what amounts to depreciation insurance to lenders, Huang is turning the thing banks feared most about GPU collateral — unpredictable obsolescence — into a risk Nvidia is uniquely positioned to underwrite. BlackRock CEO Larry Fink called it "the next future for financial engineering," likening it to the creation of mortgage-backed securities in the 1970s.
What could go wrong? The package is still under negotiation and has not been finalised. The sheer scale — $500B — raises questions about execution risk, regulatory scrutiny, and whether the anticipated demand for AI computing will materialise at the pace implied by such an investment. Power constraints, supply chain bottlenecks, and competition from custom silicon efforts by large cloud providers could all affect returns.
The signal: If completed, this would mark a watershed moment in AI capital expenditure, blurring the line between technology and infrastructure investing. It suggests that the financial establishment views AI infrastructure not as a speculative bet but as a core asset class — one that may reshape how capital flows into technology for years to come.
Read more: CNBC · Financial Times, via Antoine Gara on X · Prakash (@8teAPi) on X · DevDiscourse
