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 Artificial Intelligence infrastructure drives AI spending; adds US$$ 401 billion in spending as technology vendors continue to build AI foundations.

Global spending on Artificial Intelligence (AI) They are expected to total US$2.52 trillion in 2026, an increase of US$4.4 trillion compared to the previous year, according to... Gartner, Inc.., a business insights and technology company.

“"The adoption of AI is fundamentally shaped by the readiness of human capital and organizational processes, not just by financial investment," he says. John-David Lovelock, Emeritus Vice President Analyst at Gartner. Organizations with greater experiential maturity and self-awareness are increasingly prioritizing proven results over speculative potential.

“"How Artificial Intelligence is in..." Valley of Disillusionment ”Throughout 2026, it will more often be sold to companies by their current software vendors, rather than purchased as part of an ambitious new project,“ says Lovelock. ”Improved ROI predictability must occur before AI can truly scale in business.”

THE construction The AI infrastructure alone will lead to a $49% increase in spending on AI-optimized servers, representing $17% of total AI spending in 2026. AI infrastructure will also add $$ $401 billion in spending in 2026 as a result of technology vendors building the AI infrastructure.

Global AI spending by market, 2025-2027 (in millions of US 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

Data for AI

827

3.119

6.440

AI infrastructure

964.960

1.366.360

1.748.212

Total Spending on AI

1.757.152

2.527.845

3.336.690

Source: Gartner (January 2026)

Gartner clients can read more at “Forecast: AI Spending, Worldwide, 2024-2029, 4Q25"

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