Cancer Groundshot is a philosophy that calls for prioritization of strategies in global cancer control. The underlying principle of Cancer Groundshot is that one must ensure access to interventions that are already proven to work before focusing on the development of new interventions. In this article, we discuss the philosophy of Cancer Groundshot as it pertains to priorities in cancer care and research in low- and middle-income countries and the utility of technology in addressing global cancer disparities; we also address disparities seen in high-income countries. The oncology community needs to realign our priorities and focus on improving access to high-value cancer control strategies, rather than allocating resources primarily to the development of technologies that provide only marginal gains at a high cost. There are several "low-hanging fruit" actions that will improve access to quality cancer care in low- and middle-income countries and in high-income countries. Worldwide, cancer morbidity and mortality can be averted by implementing highly effective, low-cost interventions that are already known to work, rather than investing in the development of resource-intensive interventions to which most patients will not have access (i.e., we can use Cancer Groundshot to first save more lives before we focus on the "moonshots").