Automated validation refers to the use of software tools and algorithms to verify the accuracy and consistency of data sets without human intervention. In epidemiology, this means ensuring that the large volumes of data collected from different sources are correct and consistent. Automated systems can identify errors, anomalies, and inconsistencies in data, significantly reducing the time and effort required for manual validation.