Convert a broad AI policy statement into testable guardrail requirements.
A company AI policy says, 'AI tools must not expose confidential information and must be used responsibly.' The team needs buildable guardrails for a support assistant. Control translation: policy intent -> control objective -> owner -> implementation -> test -> evidence The common trap is treating policy text as if it were a control. People cannot implement or audit adjectives like responsible, appropriate, or secure without operational detail. Extract intent Policy intent: prevent confidential data exposure and unreliable customer guidance. Start by naming the risk objective in plain language. This prevents the checklist from becoming a random set of technical…
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