AI & ML
How do you manage AI API keys and credentials?
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
Store AI provider keys in a secrets manager, scope them to least privilege, rotate them on a defined schedule, and never embed them in source code or client applications. Monitor usage for anomalies that could indicate a compromised key.
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What is your AI data retention policy?Do you have terms of service covering AI features?What controls prevent AI hallucinations from affecting business decisions?How do you monitor AI system outputs for accuracy and bias?What is your AI model versioning and rollback process?How do you validate AI vendor security certifications?
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