Nvidia Invests $2 Billion in AI Cloud Startup Nebius to Build 5-Gigawatt 'AI Factories'

Nvidia has cemented its role as the chief financier of the artificial intelligence boom, announcing a $2 billion strategic investment in Amsterdam-based neocloud provider Nebius Group. The deal, which effectively gives the chipmaker an 8 percent stake in the startup, is designed to accelerate the construction of hyperscale "AI factories" capable of supporting the next generation of machine learning.[1]

The market reacted swiftly to the partnership, sending shares of Nebius surging 16 percent in morning trading. Investors interpreted the massive capital injection as a definitive vote of confidence from the world's most valuable semiconductor company, validating Nebius's strategy of building infrastructure exclusively for high-performance computing.[3]

At the heart of the agreement is a staggering physical milestone: the deployment of more than 5 gigawatts of Nvidia-powered computing capacity by the end of 2030. To put that figure into perspective, 5 gigawatts is roughly equivalent to the energy output of five large nuclear reactors, underscoring the immense power requirements of modern artificial intelligence.

Nvidia CEO Jensen Huang framed the investment as a necessary step to prepare for the "agentic AI" era. Unlike early generative AI models that functioned primarily as conversational chatbots, agentic AI involves autonomous systems capable of executing complex, multi-step workflows. This shift demands a fundamental reimagining of data center architecture, moving away from general-purpose cloud hosting toward high-density, liquid-cooled environments.[1][2]

"Nebius is building an AI cloud designed for the agentic era, fully integrated from silicon to software and powered by Nvidia's next-generation accelerated compute," Huang said in a statement. The partnership ensures Nebius will be an early adopter of Nvidia's forthcoming hardware, including the Rubin platform, Vera CPUs, and BlueField storage systems.[1]

The financial mechanics of the deal highlight Nvidia's strategic approach to ecosystem building. Rather than a standard equity purchase, Nvidia bought pre-funded warrants exercisable into roughly 21 million Nebius Class A ordinary shares. This structure provides Nebius with immediate cash to fund its capital-intensive data center projects while deferring the formal issuance of shares.

Nebius, which emerged as an independent European entity following the restructuring of the Russian tech giant Yandex, has positioned itself as a "neocloud"—a specialized provider aiming to compete with legacy hyperscalers like Amazon Web Services and Microsoft Azure. By focusing entirely on AI workloads, Nebius argues it can offer better performance and lower latency for AI-native startups and enterprise clients.[2]

The $2 billion injection will immediately accelerate Nebius's physical footprint, particularly in the United States. The company recently secured approval to break ground on a massive 1.2-gigawatt AI factory campus on a 400-acre site in Independence, Missouri. That single facility represents nearly a quarter of the partnership's 2030 capacity target.[2]

For Nvidia, the Nebius deal is part of a broader playbook to ensure its chips have a physical home. The company has made similar multi-billion-dollar investments in other specialized infrastructure providers, including a $2 billion commitment to CoreWeave earlier this year. By funding the "execution layer" of the AI stack—the racks, cooling, and power delivery—Nvidia guarantees that infrastructure bottlenecks do not throttle the sales of its highly profitable GPUs.

Wall Street analysts have grown increasingly bullish on the physical infrastructure required for AI, noting that the race has shifted from simply acquiring chips to securing the electricity and land necessary to run them. With institutional buyers pouring billions into the sector, companies that can successfully navigate the complex logistics of gigawatt-scale power delivery are emerging as the new gatekeepers of the tech economy.[3]

The collaboration also extends beyond hardware. Nvidia and Nebius will work together on fleet management optimization, utilizing Nvidia's latest GPU health monitoring tools to ensure maximum uptime across Nebius's global network. The two companies will also co-develop an optimized software stack specifically tuned for inference and agentic AI workloads.[1][3]

As the 2030 deadline approaches, the partnership sets a new benchmark for the scale of private-sector technology investments. By vertically integrating the capital, the silicon, and the physical data centers, Nvidia and Nebius are laying the concrete foundation for an economy increasingly driven by autonomous machine intelligence.[2]