Production rules are a fundamental component of rule-based systems, often used in artificial intelligence and computational logic, where they dictate the actions to be taken based on specific conditions. They serve as the 'if-then' statements that enable systems to make decisions and process information dynamically, facilitating automated reasoning and problem-solving.