Durable Functions in Azure facilitate complex orchestrations of long-running tasks by simplifying function coordination, enabling easy communication, and maintaining local state without the need for JSON schemas or designers. The document outlines examples of orchestrator functions for sequential and parallel execution of tasks, handling errors, and managing approvals with timeouts. Key advantages include cost-effective scaling and automatic state management during sleep periods.