Expert systems are a technique for capturing human expertise in a specific domain through a set of rules. They lack the breadth of knowledge of human experts but can perform limited tasks like diagnosing machines. Expert systems provide benefits to organizations by helping make high-quality decisions with fewer people in structured decision-making situations. They work by using a knowledge base of rules to model human knowledge and arrive at known, limited outcomes.