Seeking to improve early and accurate diagnosis of neurodegenerative diseases, Dr. Pedro Pinheiro-Chagas and his team are developing an agentic system that integrates multimodal clinical data and leverages generative artificial intelligence and discriminative machine learning. This secure platform predicts scientifically grounded clinical and pathological diagnoses, generates comprehensive reports, and enables clinicians to interact via a chatbot interface for specialist-level support.