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Sovereignty does not simply mean self-hosted
Many companies reduce data sovereignty to one question: whether the model runs in their cloud or elsewhere. That simplification is dangerous. You can have a private deployment and still lack control over logs, sub-processors, retention, or embedding export.
The scorecard forces a broader view of sovereignty as a combination of location, access, processing, traceability, and exit.
The five blocks that actually matter
A useful assessment does not start with features. It starts with exposure surfaces. That is why the scorecard is structured around five blocks: data residency, access control, vendor usage, traceability, and reversibility.
- Residency: where data is stored and processed.
- Access: which profiles, services, and third parties can see it.
- Usage: whether the provider reuses inputs, prompts, or attachments.
- Traceability: what evidence remains for each query and change.
- Reversibility: how to exit the stack without breaking operations.
What reveals a false sense of control
Common signals are vague contracts, no connector inventory, sensitive prompts pasted into external tools, and teams that cannot say whether an uploaded file ends up in persistent logs. When several appear together, the organization does not have sovereignty. It has implicit trust.
Serious compliance requires replacing that trust with verifiable evidence.
How to score without turning it into bureaucracy
A scorecard loses value when it becomes empty compliance ritual. That is why scoring should follow operational risk: green when control is demonstrable, amber when control is partial and person-dependent, and red when there is no evidence or no clear exit path.
That makes it easier to prioritize concrete actions instead of producing a reassuring slide.
What the scorecard should decide
The output should not be a stamp of approval. It should be a decision: proceed, redesign, or stop. Sometimes the right conclusion is not to buy more security, but to reduce surface area and simplify the flow.
Useful sovereignty is the kind that changes a technical or contractual decision, not the kind that decorates a committee.
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