Gartner Warns AI Returns May Not Justify Neocloud Investments
Research firm Gartner has reiterated its warning that returns from artificial intelligence (AI) are not yet sufficient to justify the massive investments being poured into neocloud infrastructure. The company forecasts $3.5 trillion in potential impairment for AI-related capital expenditures by 2030, with most of this risk concentrated among specialized cloud providers serving major frontier models like those developed by Anthropic and OpenAI. Gartner's chief forecaster John Lovelock explained that the current mismatch between compute capacity and demand—fueled in part by freemium AI offerings—is leading to a "last-man-standing" race. He predicts consolidation, including takeovers or mergers, among neoclouds rather than outright bankruptcies. The firm estimates 80% of these companies could cease functioning as independent entities. The warning has already had market repercussions: CoreWeave, Nebius, and IREN all saw sharp declines last week amid investor concerns over AI infrastructure sustainability.
