FDE-AI Security, PII & Enterprise Integration HARD
PRODUCTION SCENARIO
An internal assistant calls an external vendor that needs only an opaque case ID and a status string. The internal record it reads also carries customer names and private case notes that must not be transmitted.

Which control directly enforces the allowed outgoing fields?

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Answer: Build the outbound payload from an allowlist of the permitted vendor fields

Building the payload from a named list of properties is what makes an unexpected field impossible to send, and the same guidance rejects generic to_json-style serialisation for this reason. A prompt shapes text and does not gate a field. Tokenising the name still ships the private notes and more than the two fields the vendor needs. A contract and an outbound log are governance and forensics, both after the bytes have left.
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