Introduction: Neurologists confront layered challenges throughout patient care, ranging from diagnostic ambiguity and atypical disease patterns to barriers in patient engagement and long-term management (1). Variability in presentation, evolving symptom profiles, and communication gaps can complicate clinical judgment, delay definitive diagnosis, a