The All of Us Research Program is a historic effort to gather data from one million or more people living in the United States to accelerate research and improve health. By taking into account individual differences in lifestyle, environment, and biology, researchers will uncover paths toward delivering precision medicine to all Americans. Today, we will discuss the program to date, considerations taken into account during its inception, lessons learned during the beta testing phase, and its trajectory into the future.