Historically, most of these tools have focused on diabetes education and medication reminders, but there is an increasing number of apps and devices that provide real-time decision support for insulin self-titration.23,24,25,26,27 Work is ongoing to develop and validate effective digital health tools in this space. Here, INS is linked to diabetes mellitus.