April 7, 2026via The Register AI/ML

Only 28% of AI infrastructure projects fully pay off, survey finds

Why it matters

Most enterprise AI infrastructure investments are failing to produce measurable returns, a critical finding that should reshape how leaders evaluate and fund AI initiatives. This data suggests significant waste in AI spending and a massive gap between AI deployment ambitions and business outcomes.

Key signals

  • Only 28% of AI infrastructure projects fully pay off
  • Source: Gartner survey
  • Published: April 7, 2026
  • Implies 72% of projects underperforming or failing to deliver expected ROI

The hook

28%. That's the percentage of AI infrastructure projects actually delivering ROI, according to new Gartner research.

Relevance score:78/100

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