Sort transparency needs
Choose internal trace, user disclosure, or contestable explanation for AI-assisted work.
Sort each AI use case into the disclosure level it deserves. Internal trace is enough User-facing disclosure Contestable explanation AI rewrites internal release notes for grammar only A chatbot answers customers with generated guidance AI summarizes evidence for a benefits denial AI labels sales-call topics for internal coaching analytics AI suggests plan upgrades inside the customer admin console AI ranks applicants for interview selection AI drafts a customer appeal response that a human approves AI clusters anonymized product-feedback themes for roadmap planning
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