AI cloud firm Nscale targets $3 billion US IPO raise

Nscale, an AI cloud company, seeks up to $3 billion in a US IPO, per people familiar with the matter, in one of the largest tech listings of the year.

Bloomberg reported the development, citing people familiar with the matter who asked not to be identified because the information is private. Nscale has not disclosed a valuation, pricing range, or expected listing timeline.

The proposed raise comes as investor appetite for AI infrastructure companies reaches new heights. Starcloud, a Redmond, Washington startup building AI data centers in low Earth orbit, raised a $250 million Series A extension in August at a $2.3 billion post-money valuation, more than doubling its March valuation. Cowboy Space, another orbital-compute startup, raised $275 million in May to pursue a vertically integrated design for one-megawatt data centers in orbit.

A $3 billion IPO by Nscale would test the depth of public-market demand for AI cloud infrastructure at a moment when private capital is flooding the sector. The listing could set a valuation benchmark for AI cloud companies and influence how investors price similar businesses seeking to go public in the coming quarters.

The AI cloud sector has become one of the most capital-intensive areas of technology, with companies competing to secure GPU supply, data center capacity, and power. Nscale's planned listing follows a period of intense private-market activity across the AI infrastructure value chain.

Starcloud's trajectory illustrates the pace of the sector. The company emerged from Y Combinator in late 2024, raised a $170 million Series A at a $1.1 billion valuation in March 2026, and reached a $2.3 billion valuation by August. It has signed a contract with SpaceX's Starlink to integrate more than 50 Starlink Mini Laser terminals across at least 25 satellites, giving the constellation up to 25 Gbps of intersatellite optical links.

The broader AI infrastructure investment wave extends beyond orbital compute. Google's Project Suncatcher is among the efforts exploring orbital data centers, while terrestrial data center operators continue to expand capacity to meet surging demand from AI workloads. NVIDIA, a key supplier to the sector, has invested in multiple AI infrastructure companies, including Starcloud.

For Nscale, the $3 billion target reflects the scale of capital required to compete in AI cloud infrastructure. The company will need to demonstrate not just access to GPU capacity but also the operational expertise to manage large-scale data center deployments, secure power supply, and maintain competitive pricing.

The AI cloud market is dominated by hyperscalers such as AWS, Google Cloud, and Microsoft Azure, but specialized providers have carved out niches by offering GPU capacity on demand. These providers have attracted significant venture capital as enterprises and AI startups seek alternatives to the major cloud platforms.

The competitive dynamics in AI cloud are shifting as demand for GPU compute outpaces supply. Enterprises are increasingly turning to specialized providers for on-demand GPU capacity, particularly for training large language models and running inference workloads. This has created a market where access to NVIDIA's latest GPUs, such as the H100 and the upcoming Vera Rubin platform, is a key differentiator.

If Nscale completes its listing at the $3 billion raise level, it would provide a significant data point for the AI cloud sector's public-market valuation. The outcome could influence how other AI infrastructure companies approach their own IPO plans and how private investors price late-stage rounds.

The broader tech IPO market has been watching the AI infrastructure sector closely. If Nscale's listing succeeds at the $3 billion level, it could encourage other AI cloud companies to accelerate their own IPO plans. A weak debut, by contrast, could dampen enthusiasm for the sector's public-market prospects and push some companies to delay their listings.

The timing of the listing remains unclear, with the company yet to disclose a filing date or target exchange. The listing would follow a period of strong private-market activity in the AI infrastructure sector, with investors committing billions to data center operators, GPU cloud providers, and related companies.

This article is for informational purposes only and does not constitute investment advice.