Data security
Do you use production data in test environments?
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Security questionnaire questions
Updated July 6, 2026
Expert answer
The expected answer is no. Test environments use synthetic or masked data, never live customer records. If production-derived data is ever required, it is anonymized and subject to the same controls as production.
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