Cloud AI Costs 10-20x More Than On-Premises, Expert Warns of Repeat of Early Cloud Mistakes

DavidLinthicum · x · 2026-09-17

Cloud expert David Linthicum warns that many companies overspend on cloud AI infrastructure, paying 10-20x more than on-premises alternatives — mirroring early cloud adoption mistakes. His advice: choose the right architecture for the purpose, not just the default.

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