Jensen Huang says neocloud demand is surging but capital shortage limits growth

Nvidia’s CEO says demand for alternative cloud providers is surging but insufficient capital is constraining their expansion, a critical bottleneck for the infrastructure layer supporting the broader AI boom. His comments come as neocloud stocks face selling pressure amid investor concerns over spending levels and debt levels at major players.

• Jensen Huang told CNBC demand for neocloud firms is “off the charts” but working capital scarcity is limiting growth across AI sectors.
• Neocloud stocks including Nebius, CoreWeave, Iren and Applied Digital fell in premarket trading Thursday, down between 3.6% and 4%.
• Huang emphasized Europe needs far more neocloud infrastructure and energy allocation to establish a functioning AI economy in the region.

• $10B Nvidia’s committed investment in European companies, universities and research institutions this year
• $1B+ Nvidia stake announced in five UK startups during visit to London last week
• 3.6% Nebius share price decline in premarket trading on Thursday morning
• 4% CoreWeave and Applied Digital share price decline in premarket Thursday

According to reporting by CNBC, Nvidia CEO Jensen Huang said Thursday that fundamentals for neocloud providers remain exceptionally strong, but a capital shortage is preventing these companies from capitalizing on explosive demand. Speaking on the sidelines of the company’s GTC conference in Berlin on Thursday, Huang highlighted the disparity between growth opportunities and available funding.

If you look at the fundamentals, the demand for the neo clouds is off the charts. What is missing in the middle is the working capital to fuel that growth… because there’s just so much demand across so many sectors of AI, there’s a scarcity of capital.

Jensen Huang, CEO of Nvidia, told CNBC

Huang added that demand for capital far outpaces its availability, though he expressed confidence the imbalance would resolve over time. The funding gap represents a significant constraint on neocloud expansion at a moment when alternative cloud providers such as CoreWeave, Nebius, Iren and Applied Digital are racing to build data center capacity to compete with established hyperscalers.

Energy scarcity in Europe compounds neocloud growth challenges

Beyond capital constraints, Huang identified power availability as a critical bottleneck, particularly acute in Europe where electricity costs substantially exceed U.S. levels. Strategic energy allocation to firms like Nebius and Mistral will prove essential for their expansion, he said. Huang stressed that foreign investment alone cannot solve Europe’s infrastructure deficit without foundational domestic capacity.

Building internal infrastructure in Europe must come first, Huang explained, then the broader AI ecosystem can develop atop those foundations.

If European neoclouds establish robust infrastructure, he said, “you can build the AI ecosystem, the AI economy on top of them, and then the flywheel of the AI economy will start in Europe.” Huang concluded that Europe will require substantially more neocloud providers to support continental AI development.

Market skepticism weighs on neocloud valuations

Neocloud equities have declined sharply in recent weeks as investor concerns mount over capital intensity and extended timelines for return on investment in the infrastructure buildout. Concern has also intensified around debt levels at CoreWeave, one of the sector’s largest players, which is using substantial leverage to fund data center expansion.

On Thursday morning, neocloud stocks moved sharply lower before the market open.

Nebius fell 3.6%, while CoreWeave, Iren and Applied Digital each declined approximately 4%. The selling reflects broader unease about the pace of spending and when these capital-intensive investments will generate positive returns for shareholders.

Nvidia accelerates European investment push

Huang’s remarks formed part of a broader European media tour this month as Nvidia seeks to deepen its foothold in the region’s emerging AI sector. The chip giant has committed nearly $10 billion to European companies, universities and research institutions. During a visit to London last week, Nvidia announced an investment stake valued above $1 billion across five U.K. startups, and has separately invested in French startup companies.

Huang framed the investment strategy as foundational to European AI development.

“We’re trying to kickstart the AI economy in Europe,” Huang told CNBC. “Europe has a tremendous amount of technology, tremendous amount of industrial know-how, incredible science and technology, and it’s ready to engage and build the AI economy here.”

The BlockWest read. Huang’s capital scarcity diagnosis matters less for neocloud operators than for the institutions funding them. If supply truly outpaces available venture and growth capital, we should expect either rising debt levels at existing players or consolidation. The $10 billion Nvidia commitment to Europe signals where chip vendors see opportunity, but it does not solve the working capital gap for companies needing to deploy infrastructure faster than their operations can support.

Watch whether neocloud stock declines intensify if CoreWeave’s debt burden grows further, or whether rising venture capital commitments to the sector indicate that Huang’s prediction of capital constraints resolving materialize in near-term funding rounds.

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