Thirty-four-plus jurisdictions now enforce data-residency or localization rules. The trend line is not slowing.
The standard cloud AI architecture — collect input, ship to centralized API, receive result — was designed in an era when data mobility was the default assumption. That assumption is being rewritten country by country. What was an engineering convenience is now a compliance conversation, and often a legal exposure.
Organizations operating across multiple jurisdictions are hitting the obvious wall: you cannot comply with thirty-four contradictory localization regimes using one centralized endpoint. You can with a model that runs where the data already lives.
This is the structural case for local-first we keep returning to. Not privacy as a feature — residency as a default. The data never crossed a border because it never left the device. The legal question stops being "which jurisdiction governs this transfer" and becomes "there was no transfer."
That is the only answer that scales.