Building PatientKeeper — Retorno, an administrative follow-up assistant for healthcare teams. We plan to turn pending appointments, documents and contact tasks into a reviewable work queue, using synthetic data and human approval. The goal is to integrate an AMD-backed AI component during ACT III, with clear uncertainty and no autonomous diagnosis or treatment recommendations. Solo team led by Athos Figueiredo.