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Private equity zeroes in on data center infrastructure

Reported by Axios
Jul 28, 2026· 2 min read
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Key Takeaways
  • • Private equity deployed more than $108 billion into data center infrastructure in 2024, driven primarily by accelerating demand for artificial intelligence computing capacity.
  • • Major PE-backed transactions include Blackstone's $16 billion acquisition of AirTrunk, DigitalBridge and Silver Lake's $9.2 billion commitment to Vantage Data Centers, and Brookfield's expansion of AI-linked infrastructure holdings.
  • • Power availability has emerged as the primary constraint on data center development, with electrical infrastructure taking up to four years to establish—a bottleneck that exceeds capital availability as the limiting factor.
  • • U.S. private equity investment in data centers reached $45.70 billion in 2025, marking the highest annual total in at least five years, according to S&P data.
  • • Global capital expenditure on data center infrastructure is projected to reach nearly $7 trillion over coming years, with AI spending alone forecast to hit $632 billion by 2028.
Summary
Private equity capital has surged into data center infrastructure at an unprecedented pace, with the asset class now serving as a critical linchpin in the artificial intelligence revolution. The sector attracted more than $108 billion in PE investment during 2024, reflecting the market's recognition that every AI model—from generative text systems to large-scale machine learning applications—depends on physical infrastructure: server racks, industrial cooling systems, and substantial electrical capacity. This momentum accelerated into 2025, when U.S. data center PE investment reached $45.70 billion, the highest annual total in at least five years.

The largest transactions underscore PE's aggressive positioning in the space. Blackstone, already holding QTS Datacenters, Aligned, and CoreWeave, closed a landmark $16 billion acquisition of AirTrunk. DigitalBridge and Silver Lake jointly committed $9.2 billion to Vantage Data Centers, while Brookfield expanded its AI-focused infrastructure strategy. These deals reflect a broader thesis: as demand for AI computing power accelerates, hyperscale data center capacity has become as strategically important to tech competition as semiconductors or software platforms.

However, capital availability is no longer the constraining variable. According to industry analysis, power availability—not PE dry powder—represents the primary bottleneck on data center development. Electrical infrastructure buildout takes up to four years to complete in the United States, creating significant lags between capital deployment and operational capacity. This supply-side constraint has profound implications for PE's ability to scale holdings and achieve targeted returns within acceptable timeframes.

The addressable market remains enormous. Global capital expenditure on data center infrastructure is expected to reach nearly $7 trillion over coming years. Industry forecasters project AI spending will reach $632 billion by 2028, while GreenStreet anticipates 15 gigawatts of new data center capacity entering service over the next five years—sufficient to power approximately 12 million homes. Geographic concentration, particularly in data center hubs like Ashburn, Virginia—where fiber infrastructure legacy, competitive electricity pricing, and state incentives created a competitive moat—will likely shape deal flow and returns across the PE-backed data center ecosystem.

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Sources

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AlphaMaven summarised this story from the reporting below. Each link opens the original article.

Axios Private equity zeroes in on data center infrastructure