The wrong model either creates a central bottleneck or allows uncontrolled fragmentation.
ORGANIZATIONAI CENTER OF EXCELLENCE
Centralized vs federated CoE
A centralized CoE owns most AI decisions; a federated CoE sets standards and shared services while business units retain delivery ownership.
A global enterprise uses a small central AI governance/platform team plus AI leads embedded in business units.
Where should decision authority sit: central, local, or shared?
REMEMBERFederated usually scales better once many business units build AI.
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