Gartner says worldwide AI spending will total $2.5 Trillion in 2026

John-David Lovelock, Distinguished VP Analyst at Gartner
John-David Lovelock, Distinguished VP Analyst at Gartner

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 (see Table 1). AI infrastructure will also add $401 billion in spending as a result of technology providers building out AI foundations.

Market

2025

2026

2027

AI Services 439,438 588,645 761,042
AI Cybersecurity 25,920 51,347 85,997
AI Software 283,136 452,458 636,146
AI Models 14,416 26,380 43,449
AI Platforms for Data Science and Machine Learning 21,868 31,120 44,482
AI Application Development Platforms 6,587 8,416 10,922
AI Data 827 3,119 6,440
AI Infrastructure 964,960 1,366,360 1,748,212
Total AI Spending 1,757,152 2,527,845 3,336,690

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