It gives consistency without forcing every AI engineer into one central team.
ORGANIZATIONAI CENTER OF EXCELLENCE
Hub-and-spoke operating model
The hub owns shared policy, architecture, platform and assurance; spokes own use cases and domain outcomes.
The hub provides an AI gateway, approved models and security patterns. Business units build customer, finance and operations assistants.
Which capabilities should every team consume rather than reinvent?
REMEMBERCentralize common controls; federate domain innovation.
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