Moving from an impressive demo to a reliable workflow requires more than clever prompts. This practical session shows how to identify high-value use cases, structure prompts and context, choose appropriate models, verify outputs, protect sensitive information, and preserve human accountability. Mário demonstrates a repeatable workflow for research, document analysis, summarization, drafting, and decision support in healthcare and legal environments. Participants learn where automation saves time, where it introduces hidden risk, and how to build a review process that makes AI useful, auditable, and safe.

For nontechnical and mixed audiences in healthcare, law, operations, and leadership. 45–75 minutes; available as a demonstration-based talk or hands-on workshop. Participants may bring a laptop for the workshop version.