Winship Cancer Institute of Emory University built an embedded community staff model to expand cancer prevention across rural Georgia. Since 2022, the program has supported 3 regional cancer coalitions across 101 counties, delivered more than 1 million evidence-based interventions, and strengthened tobacco cessation, HPV vaccination, screening navigation, and survivorship support.