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Centralized or Distributed? The Real AI Org Design Decision
Centralized or Distributed? The Real AI Org Design Decision
Every growing organization eventually faces the same question: should AI capability live in one central team, or spread across the business units that need it?
In this episode, we walk through how that decision actually plays out as companies scale, and why the "right" answer shifts the moment headcount and complexity grow. We cover the case for a concentrated central team, the operational efficiency and cost trade-offs leadership actually cares about, and the often-overlooked MLOps question: should that function be team-agnostic, or…
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