Health disparities between rural and urban areas in Aotearoa New Zealand are exacerbated by rural workforce issues. Traditionally, undergraduate medical programs are urban-based, and reconfiguring the curriculum to meet the needs of rural communities is challenging. The aim of this project is explore how urban-located universities might develop and implement a rural strategy. Evaluation of a rural strategy may lead to the strategy's ongoing improvements designed to increase the rural workforce. This is a qualitative study involving semi-structured interviews with purposively selected key stakeholders. Enquiry included the systematic identification of processes required to develop a rural strategy, including possible facilitators and challenges to be addressed. Qualitative analysis of de-identified data was conducted using a thematic approach. Fourteen stakeholders were interviewed: four rural GPs, two rural hospital doctors, four administrators involved in placing students, and four senior medical academics with involvement in the regional and rural programs. Five overarching themes were identified: (1) developing rural pathways into medical school, (2) improving and expanding rural exposures, (3) developing rural GP pathways, (4) implementing interprofessional education and (5) having a social mission. These findings align with the literature relating to developing rural strategies for universities. However, this study also suggested that rural health interprofessional programs may have a role. A key finding was that the social mission of a university may not be visible to rural stakeholders. Reorientating an urban-located university to having a rural strategy requires moving past having policy around social accountability to operationalising it.