An Interrupt Service Routine (ISR) is a specialized function in computing that handles hardware or software interrupts by pausing the current execution flow and executing a specific routine to address the interrupt. ISRs are crucial for real-time systems as they ensure that time-sensitive tasks are managed promptly and efficiently, often with minimal latency.