Nvidia CEO Says Neocloud Demand Outpaces Available Capital

European artificial intelligence infrastructure faces a funding and energy bottleneck as Nvidia CEO Jensen Huang pushes for greater investment in the region. Speaking to CNBC's Arjun Kharpal at Nvidia's GTC conference in Berlin on Thursday, October 22, 2026, Huang said demand for neocloud services is surging, but insufficient working capital is limiting companies' ability to expand.

Neocloud providers supply specialized computing infrastructure for AI workloads, including the data center capacity needed to develop and operate AI systems. Huang said demand across multiple AI sectors exceeds the capital available to finance growth, creating a constraint for infrastructure providers despite strong market demand.

"If you look at the fundamentals, the demand for the neo clouds is off the charts," Huang told CNBC's Arjun Kharpal, adding that their capabilities are "extraordinary."

Huang identified financing as a central challenge facing the sector, where companies need additional resources to meet demand. He said the gap between funding requirements and available capital would eventually be resolved.

"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," Huang said.

He further described the imbalance between financing needs and available resources as a problem that the market would address.

"The demand of the capital is much greater than the availability of the capital. That's going to get solved," Huang said.

Energy availability presents another obstacle, particularly in Europe, where electricity prices are higher. Huang emphasized that allocating sufficient power to companies such as Nebius and Mistral will be important to their ability to expand AI infrastructure and services.

He argued that building local infrastructure is necessary for Europe to develop a sustainable AI industry rather than relying solely on outside investment. Neocloud facilities could provide the foundation for broader economic activity built around artificial intelligence.

"You can bring investments into Europe, but you have to start with having your own infrastructure," Huang said. "If the neoclouds in Europe are able to establish an infrastructure here, then 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. It will terminate in Europe."

Huang also called for a larger network of infrastructure providers across the region to support growing demand.

"Across all of Europe, you're going to need a lot more neoclouds," Huang said.

The financing concerns come as publicly traded neocloud companies face investor scrutiny over the cost of expanding AI infrastructure and the time required to generate returns. CoreWeave has also faced concerns about its reliance on debt to finance data center construction.

In premarket trading on Thursday, Nebius shares fell 3.6%, while CoreWeave shares declined 4%. Iren and Applied Digital also lost nearly 4%, according to the source report.

Nvidia has been pursuing additional investments in Europe's AI sector, committing nearly $10 billion to companies, universities and research institutions. During a visit to London the previous week, the chipmaker announced an investment stake worth more than $1 billion across five U.K. startups and has also been investing in French startups.

Huang said Nvidia's European strategy aims to build on the region's existing industrial and scientific strengths.

"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."