Migrating AI workloads often means 70%+ redevelopment, warns cloud analyst

DavidLinthicum · x · 2026-10-11

Cloud analyst David Linthicum warns that moving AI workloads off specialized hardware or a specific cloud provider isn't a small tweak — it often amounts to 70%+ redevelopment. He expects more changes and higher costs than teams anticipate when decoupling, noting AI can assist with migration but won't do it all.

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