Gartner: Worldwide AI Spending Seen at $2.52 Trillion In 2026

Global AI spending is projected to hit $2.52 trillion in 2026, led by AI infrastructure growth, as enterprises focus on ROI and scalable adoption, says Gartner.

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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 incumbent 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.

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

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

Source: Gartner (January 2026)

Gartner clients can read more in Forecast: AI Spending, Worldwide, 2024-2029, 4Q25.

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Gartner is the indispensable partner to C-Level executives and technology providers as they implement AI strategies to achieve their mission-critical priorities. The independence and objectivity of Gartner insights provide clients with the confidence to make informed decisions and unlock the full potential of AI. Clients across the C-Level are using Gartner's proprietary AskGartner AI tool to determine how to leverage AI in their business. With more than 2,500 business and technology experts, 6,000 written insights, as well as more than 1,000 AI use cases and case studies, Gartner is the world authority on AI. 

Gartner AI Spending