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In some SQL providers, your can define rules that dynamically mask fields, suppress rows, etc. based upon connection-specific details (e.g. user or tenant ID).

So, you could have all connections from the LLM-enabled systems enforce masking of PII, whereas any back-office connections get to see unmasked data. Doing things at this level makes it very difficult to break out of the intended policy framework.




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