#Industry News
Enterprise Data Centers The Underrated Growth Engine for Next-Gen AI Infrastructure
0.25MW to 10MW, 50-100 Times More Numerous: Why Enterprise Data Centers Are AI's Quiet Growth Engine
While hyperscale campuses of 100MW to GW scale dominate AI infrastructure headlines, Kirk Killian highlights that enterprise data centers—operating at 0.25MW to 10MW but 50 to 100 times more numerous—are the underrated growth engine. AI inference, driven by data security, compliance and sovereignty requirements, is increasingly deployed locally and is expected to far exceed training scale. Enterprise facilities expand modularly in 2MW/4MW/8MW phases instead of copying hyperscale models, while average cabinet density has risen from 12kW three years ago to 27kW, with mixed-density rooms pairing 25kW conventional loads with 50-100kW AI zones. Most enterprises pragmatically reserve liquid cooling interfaces rather than investing upfront, and hybrid cloud is now standard. EXTRCOOL provides one-stop liquid cooling solutions.