• Given access to selected GenAI platforms and safety guidance, register/access and navigate at least two tools/features (where available) and apply safety configurations with 100% completion of the setup checklist.

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• Given workplace scenarios, differentiate appropriate vs. inappropriate corporate use cases and score at least 80% on a scenario-based compliance checklist.

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• Given business tasks and prompt templates, construct, test and refine prompts (including multi-step prompts) that meet required output criteria in 2 iterations or fewer for at least 3 task types.

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• Given AI outputs and a review checklist, validate and improve outputs (accuracy, clarity, relevance, compliance) achieving at least 90% quality checklist compliance.

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• Given a role-based use case, build a reusable AI workflow (prompt sequence + verification + reuse templates) and demonstrate it by completing two end-to-end tasks during the capstone clinic.