Medical school admissions often lack feedback on student outcomes and may not align with performance data. Collaboration across admissions, assessment, and curriculum supports fair selection aligned with mission and resources. A holistic, data-informed approach can enhance transparency, improve admissions criteria, and better guide applicants, fostering diverse and successful student populations.