Why does governance require unifying the AI surface?

Because if every team builds its own AI stack, the organization ends up with fifteen different governance models, fifteen audit logs, fifteen procurement contracts, and fifteen places where compliance can fail. Unifying the surface through one platform lets governance be implemented once and inherited everywhere. The p