RTOS, or Real-Time Operating System, is designed for applications requiring timely execution, such as medical and defense systems, and provides guaranteed responses to tasks without buffer delays. It differs from general-purpose operating systems by prioritizing task execution based on strict timing constraints and has classifications including soft, hard, and firm real-time systems. RTOS architecture includes task management, scheduling, synchronization, and memory management to facilitate efficient concurrent task processing.