Real-time operating systems (RTOS) are designed to process data as it comes in, typically within a strict time constraint, to ensure timely and predictable responses. They are crucial in applications where timing is critical, such as embedded systems, robotics, and telecommunications, providing deterministic task scheduling and resource management.