Data Report
No single hosting model dominates AI training
AI training is shifting from a future consideration to a current concern for data center owners and operators. In 2026, more organizations say they perform AI training, and these workloads are distributed across multiple facility types based on organizational needs, particularly around data sovereignty, access to infrastructure and resiliency.
Results from the Uptime Institute AI Infrastructure Survey 2026 reveal how operators are approaching AI training deployments and infrastructure investments, while responses from vendors and consultants provide additional insight into how AI may be used in data center operations.
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