Sovereign AI in the GCC: what leaders should demand

Sovereign AI is not a marketing label. It is a set of enforceable constraints: where data lives, who can retrieve it, and how every model call is logged.

Leaders should demand architecture diagrams that show residency boundaries, key management, and human escalation—not just vendor logos.

Done well, sovereignty increases trust without freezing innovation. Done poorly, it becomes a slide that auditors reject.