AI & ML

How do you ensure AI training data does not contain PII?

How to answer this security questionnaire question, with an expert response your security or GRC team can adapt.

Built for GRC, customer trust and sales engineering teams.

Security questionnaire questions

Updated July 6, 2026

Expert answer

If you train or fine-tune models, apply automated PII detection and removal, data-minimization, and documented review before data enters a training set. Prefer synthetic or de-identified data and record the provenance of every training source.

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