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

STAMFORD, Conn., January 15, 2026

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 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 for 2026, representing 17% of total AI spending. AI infrastructure will also add $401 billion in spending in 2026 as a result of technology providers building out AI foundations (see Table 1). 

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.

Gartner is the world authority on AI

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. More information can be found here.

Gartner Data & Analytics Summit

Gartner analysts will provide additional insights on data and analytics trends at the Gartner Data & Analytics Summits 2026, taking place March 9-11 in Orlando, April 28-29 in São Paulo, May 11-13 in London, May 19-21 in Tokyo, June 16-17 in Sydney and September 21-22 in Mumbai. Follow news and updates from the conferences on X and LinkedIn using #GartnerDA.

About Gartner for High Tech Leaders and Providers

Gartner for High Tech Leaders and Providers equips tech leaders and their teams with role-based best practices, industry insights and strategic views into emerging trends and market changes to achieve their mission-critical priorities and build the successful organizations of tomorrow. Additional information is available at www.gartner.com/en/industries/high-tech.

Follow news and updates from Gartner for High Tech on X and LinkedIn using #GartnerHT. Visit the Gartner Newsroom for more information and insights.

Media contact



Latest releases

About Gartner

Gartner (NYSE: IT) delivers actionable, objective business and technology insights that drive smarter decisions and stronger performance on an organization’s mission-critical priorities. To learn more, visit gartner.com.