Business Process Model and Notation (BPMN) diagrams play a crucial role in advanced business process mapping by providing a standardized visual representation of workflows. They enhance process clarity, improve communication among stakeholders, and facilitate process automation. BPMN enables organizations to analyze, optimize, and streamline operations by modeling complex business processes with clear symbols and notation. This helps in identifying inefficiencies, ensuring compliance, and improving overall efficiency in business operations.