 The concepts of health and health care are moving towards the notion of personalized preventive health maintenance. This is against the backdrop of contemporary public health challenges that include increasing costs, worsening outcomes, diabetes epidemics, and anticipated physician shortages. This paper sets forth a vision and plan for the realization of preventive medicine by 2050. This article was authored by Melanie Swan.