Public sectorStudied

Vendor under data-sovereignty rules

Sovereignty and procurement rules become weights — OSS rises.

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Vendor Evaluation & Risk Monitor

Context

A government agency procures an AI vendor under data-sovereignty and public-procurement rules. Data must stay in-country, lock-in is politically unacceptable, and the process must defend every criterion.

The decision

Encode sovereignty and low lock-in as heavy weights and the open-source-backed, portable option wins — the constraints are the scorecard.

What most miss

Procurement teams treat sovereignty as a checkbox; it's actually a weighting that reshapes the whole ranking away from the hyperscaler default.

Stakes

A sovereignty breach or an un-exitable contract is an audit and public-accountability event.

Takeaway · In the public sector, the constraints ARE the weights — encode them and the ranking follows.

Studied · Business of AI · verified 2026-07-03

Sources: Public-sector AI procurement (data sovereignty, anti-lock-in); Constraint-as-weight vendor scoring

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