Gartner: Worldwide AI Spending Will Total $2.5 Trillion in 2026

by News Desk 4 hours ago Technology Gartner

AI Infrastructure Drives AI Spending; Adds $401 Billion in Spending as Technology Providers Continue to Build Out AI Foundations

Worldwide spending on AI is forecast to total $2.52 trillion in 2026, a 44% increase year-over-year, according to Gartner, Inc. a business and technology insights company.

"AI adoption is fundamentally shaped by the readiness of both human capital and organizational processes, not merely by financial investment,” said John-David Lovelock, Distinguished VP Analyst at Gartner. “Organizations with greater experiential maturity and self-awareness are increasingly prioritizing proven outcomes over speculative potential.

“Because AI is in the Trough of Disillusionment throughout 2026, it will most often be sold to enterprises by their encumberment software provider rather than bought as part of a new moonshot project,” said Lovelock. “The improved predictability of ROI must occur before AI can truly be scaled up by the enterprise."

Building AI foundations alone will drive a 49% increase in spending on AI-optimized servers, representing 17% of total AI spending. AI infrastructure will also add $401 billion in spending as a result of technology providers building out AI foundations.

Table 1: Worldwide AI Spending by Market, 2025-2027 (Millions of U.S. Dollars)

Market202520262027
AI Services439,438588,645761,042
AI Cybersecurity25,92051,34785,997
AI Software283,136452,458636,146
AI Models14,41626,38043,449
AI Platforms for Data Science and Machine Learning21,86831,12044,482
AI Application Development Platforms6,5878,41610,922
AI Data8273,1196,440
AI Infrastructure964,9601,366,3601,748,212
Total AI Spending1,757,1522,527,8453,336,690

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