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All issues › Volume 343, Issue 3 › IT Vendor News › DataRobot

Sovereign AI Is an Architecture Decision

DataRobot, Wednesday, October 21st, 2026

DataRobot argues sovereign AI depends on whether AI software can run on infrastructure an enterprise fully controls.

DataRobot says tightening regulation, multiplying data residency rules and government intervention in AI tooling are exposing enterprises that built their AI operations entirely on one cloud provider's platform.

Running workloads in a provider's sovereign region still leaves the software tied to the provider and its jurisdiction.

DataRobot argues the real test of sovereign AI exposure is whether AI software can run on infrastructure the organization fully controls with no dependency on the vendor's cloud, making sovereignty an architecture decision.

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