Hyperscalers including Microsoft, Amazon, Google, and Meta are projected to spend between $145 billion and $200 billion on AI infrastructure this year. Microsoft has announced investment plans valued at $80 billion. Google has committed $100 billion to AI and data center developments. Total spending on data centers, chips, and power infrastructure is expected to eventually reach trillions of dollars.

Private capital firms like Blackstone are now financing and owning the physical data centers housing these AI operations. This investment cycle benefits hardware providers including NVIDIA, Arista Networks, and Marvell Technology. Wall Street is increasingly treating AI infrastructure as a distinct asset class.

Surging electricity requirements are expected to double US data center power consumption by 2030. Access to electricity has emerged as the primary bottleneck for the industry. This demand is driving significant capital into utility providers and infrastructure companies like Eaton and Constellation Energy.