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All issuesVolume 336, Issue 3IT NewsOperations

AI Is Redefining What Enterprises Expect From Data Centers

CIO, Tuesday, March 17th, 2026

Forget just keeping the lights on; today's data centers need to handle massive AI power spikes while proving they can actually control what those AI agents do.

Enterprise AI is moving from copilots to agents, systems that don't just recommend, but act. That shift turns infrastructure into a governance layer. The data center is becoming the place where autonomy either becomes accountable or becomes a risk.

AI workloads are breaking old data center assumptions

For years, enterprise data center conversations revolved around uptime, storage capacity and cost efficiency. If you could guarantee availability, manage predictable workloads and optimize power usage effectiveness, you were operating well.

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