Through modernization initiatives, federal health agencies are using the cloud, DevOps, artificial intelligence (AI), and more to serve their constituents. During COVID-19, these initiatives collecting critical data and delivering vital services were tested like never before. The changes in telehealth, contact tracing, and electronic health record systems were transformational, all while laying the foundation for the health care of tomorrow.