While AI technology users continue to advance their capabilities, persistent challenges — notably including infrastructure limitations — impede the achievement of more widespread benefits. 451 Research’s AI & Machine Learning, Infrastructure 2025 study provides an update on AI infrastructure buyer behavior based on an online survey of 704 mid- and senior-level IT decision-makers from the US, UK and India. This study explores AI workload execution venues, tools, purchasing strategies and decisions, and it offers fresh insight into organizational AI infrastructure budgets, as well as workload creation and movement patterns.
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