Inequitable access to high-quality cancer control and care remains one of the greatest public health challenges in countries at all resource levels. Core issues include the limited oncology health care workforce and equitable access to affordable (essential) cancer diagnostics, medicines, surgery, systemic therapies, and radiotherapy, compounded by existing social inequalities. To reduce cancer health disparities globally and subnationally, countries can enhance their capabilities to deliver high-quality, affordable care closer to where most people live. Decentralization and integration of health services can be part of the solution, offloading the strained capacity of tertiary facilities where possible and expanding cadres of trained providers to support some aspects of cancer prevention and control that require a lesser degree of specialization. The strategy to eliminate cervical cancer provides a salient example of a data-driven effort that optimizes resources to dramatically reduce one of the greatest cancer health disparities globally. Here, we highlight two responses to meet the challenge through greater engagement of the primary care workforce and by adoption of universal health care coverage to ensure access to cancer prevention.