Rice University is collaborating with Tidepool to develop data-driven solutions and digital tools for improved self-management of diabetes. This research includes investigating algorithms to understand the effects of individual management patterns and developing novel visualization tools to quickly extract actionable insights from longitudinal data. The overarching goal is to further improve personalized decision support for people living with diabetes.