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.
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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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Do you use any AI or machine learning in your product?How do you handle customer data used in AI features?Do you use third-party AI APIs (OpenAI, Anthropic, etc.)?What data is sent to AI service providers?Do you have an AI acceptable use policy?How do you prevent sensitive data from being included in AI prompts?
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