ATLAS is a web-based application running on the STARR-OMOP database to support the design and execution of observational analyses including vocabulary search and navigation, cohort creation and characterization, calculation of incidence rates, patient-level prediction, and population-level estimation. It is a key component of generating reproducible studies using the OMOP CDM.