The role of knowledge-based systems in decision-making involves providing structured access to information and expertise, enabling organizations to make informed choices. These systems facilitate data analysis, enhance problem-solving capabilities, and support strategic planning by transforming raw data into actionable insights. By consolidating knowledge, they improve overall operational efficiency and effectiveness.