Exponential View says AI revenue has reached a tipping point as infrastructure spending starts to find payback

Artificial intelligence revenue has reached a key commercial threshold, according to a report from research firm Exponential View, which argues that the business case behind the hundreds of billions of dollars poured into AI infrastructure is starting to show early validation. The report said AI-related sales from global hyperscalers and newer cloud providers have climbed to about $25 billion, marking a second straight quarter above the estimated $21 billion in depreciation tied to AI data center and chip investments. That shift suggests industry revenue is beginning to absorb some of the cost pressure created by heavy capital spending. Exponential View said current AI revenue is mainly coming from AI cloud services, GPU compute rentals, large-model APIs, enterprise AI software, and generative AI applications. The firm also noted that corporate spending on AI continues to rise, helping speed up commercialization. Still, the report said the sector remains some distance from a high-margin phase because GPU, data center, power, and model development costs remain elevated. In its view, the next competitive test for the AI industry will move away from proving demand and toward identifying which companies can turn that demand into scalable profitability.