Production systems in artificial intelligence combine a set of rules with a knowledge base to simulate reasoning and decision-making. They work by matching conditions in rules with current data, then triggering appropriate actions. This makes them vital in applications in expert systems, diagnostics, and NLP. Their modular design allows scalability and adaptability for complex problems.