This Viewpoint summarizes a 2017 NASEM Roundtable on Genomics and Precision Health that shared experiences of US health systems with use of genome sequencing for clinical and research applications and that explored how the sequencing programs might advance models for data sharing and collaborative implementation research; generate evidence regarding the benefits, harms, and value of precision medicine; and reduce disparities through partnerships with diverse populations.