Objectives: To develop a visualization and monitoring software from the administrative database of prescription medications that allows, in real time and automatically, to characterize the population with rheumatic disease that has been prescribed high-cost medications, and follow up in terms of sociodemographic variables, diagnosis, type of medication, dose and associated costs, and variations in time, in order to support decision making in a hospital of high complexity in Latin America. Methodology: The tool was