This paper considers the support required to develop Scholarship of Teaching and Learning (SoTL) capability across institutions. Rather than developing a checklist or a standardised audit approach, this paper describes the reflective journey taken by a group of academic developers who used strategies and structures previously identified in the literature to develop a conceptual framework for academic professional development. The framework was refined through an iterative process, including reflection on its use within diverse institutional contexts, combined with evaluative feedback from recognised experts in the field. The resulting framework is designed to facilitate and guide conversations to support institutional decision-making related to SoTL capacity building.