Recent events, such as the COVID-19 pandemic, have drawn nationwide attention to systemic racism as a serious threat to public health in Canada. One promising approach to address such racism is through developing and implementing standardized procedures for collecting and using disaggregated, race-based data. In this commentary, we summarize why this approach is necessary to address systemic racism in Canada, and highlight municipal actions being taken in Edmonton, Alberta, to move this approach forward. This article describes Edmonton’s Race-based Data Table created in 2021. In documenting the beginning stages of the Table, and in evaluating its ongoing progress, we contribute to national conversations regarding the need for government institutions and other organizations to consistently collect and use race-based data as a means of increasing transparency and accountability in their actions.