What Nscale Does
Nscale builds and runs data centers, the physical facilities that hold the computer servers needed for AI training and heavy computing work. The company currently has construction underway in Norway and West Virginia.
It focuses on AI infrastructure rather than conventional web hosting. Nscale's facilities are designed to handle the intense power and cooling demands of AI training clusters, which often require specialized equipment.
Nscale reports $51 billion in contracted revenue, which it calls "a solid financial base" for expansion. It plans to increase its AI computing capacity by 10 gigawatts, a target that shows how much demand is building for data-center capacity as AI development accelerates. To put that scale in perspective, one gigawatt can supply electricity to about 750,000 U.S. homes at a time.
The company's board includes former Meta Platforms Inc. executives Sheryl Sandberg and Nick Clegg, and Clegg is also a former UK deputy prime minister.
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In July, Nscale agreed to acquire software startup Anyscale for $1.65 billion. Anyscale's software could improve the efficiency of AI computing for Nscale's customers, and integrating it with Nscale's hardware is expected to create a smoother experience for users.
The Data Center IPO Wave
Nscale is among several data center companies heading to the public markets. Blackstone Digital Infrastructure Trust raised $2 billion in May, Brookfield-backed Csquare raised $1.21 billion in July, and Switch has confidentially filed for a listing that could value it at nearly $50 billion including debt.
That parade of IPOs reflects a broader shift: infrastructure companies need public capital to fund extremely expensive construction projects. Data centers, unlike software firms, require huge upfront investments in land, power, and cooling systems. Long-term contracts with cloud providers and AI startups are essential for companies like Nscale to justify their valuations. The durability of this IPO wave will depend on whether AI adoption keeps expanding across industries.
Investors are clearly looking to own the physical backbone of AI, not just the software layer.
Nscale has a large contracted-revenue backlog, but its growth plan brings heavy execution risk. A 10-gigawatt buildout would power millions of additional homes' worth of computing capacity, so the company will need to secure reliable power and keep construction on schedule. The outcome will depend on whether cloud providers and AI developers remain committed to their demand forecasts.
What It Means for Investors
These IPOs give everyday investors a chance to own companies that were mostly in the private market. Data center operators were traditionally held by private-equity firms and institutions, but they are increasingly available through brokerage accounts.
There are real risks. These companies spend enormous sums on construction and power contracts before the revenue arrives. Interest rates matter, and the AI boom could cool. Investors should also pay close attention to electricity costs, since power pricing is a major factor in data center profitability.
IPO details can still change or be delayed, and final pricing and valuation will depend on investor demand.
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