AI & ML
How do you monitor AI system outputs for accuracy and bias?
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
Continuously evaluate outputs against benchmark datasets, track quality metrics over time, and test for bias across relevant groups. Feed monitoring results into a review process that can retrain, adjust prompts, or roll back a model.
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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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