A real-time operating system (RTOS) is designed to process data and events within a guaranteed time frame, ensuring predictable and timely responses crucial for applications like embedded systems and industrial automation. RTOS prioritizes tasks based on their urgency, often using scheduling algorithms to maintain system stability and performance under strict timing constraints.