AI & ML
How do you ensure AI transparency and explainability for regulators?
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
Provide documentation, model cards, and decision logs that explain how AI features work and how outputs are produced. For higher-risk systems, offer explanations proportionate to the decision's impact as emerging regulation requires.
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What is your process for AI model retirement and data disposal?Do you have an AI ethics board or review committee?How do you handle regulatory inquiries about AI systems?What AI risk quantification methods do you use?Do you support customer-specific AI model isolation?How do you ensure AI model provenance and supply chain security?
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