Sovereign AI Is a Control Problem, Not a Location Problem
Dell, Thursday, September 24th, 2026
Dell argues AI data sovereignty is about governing the full pipeline, not just where data resides.
Dell's Steve Kenniston argues that data sovereignty for AI systems is fundamentally a control problem rather than merely a location issue.
The piece cites a gap where 50% of organizations consider data sovereignty architecturally important, yet only 10% budget for it.
Kenniston contends effective sovereignty requires governing the entire AI pipeline, from data classification through retrieval and inference, rather than just ensuring in-country data residency.