The sovereign imperative: Why enterprise AI mandates a new infrastructure playbook

As enterprise AI moves from pilots into production, the article argues that CIOs must rethink infrastructure around data sovereignty, compliance, and high-performance AI operations rather than relying on standard public-cloud architectures. The business impact is faster model training and inference, lower compliance risk for sensitive data, and better economics at scale—while IT organizations must plan for sovereign, locally controlled AI factories with tightly integrated compute, networking, storage, and energy-efficient operations.