Abstract: The provided examples of systems, devices and techniques improve systems and methods for keeping users of automatic drug delivery systems engaged and assisting with the optimal use of the drug delivery system. The automatic drug delivery system may include a drug delivery device and a controller. Through the use of an attrition prevention engine in a cloud-based services system that cooperates with an attrition prevention application executing on the controller of the drug delivery device, notifications that include instructions for adjusting operation of the drug delivery device as well as offer assistance to the patient to optimize performance of the drug delivery system for the patient may be provided. Optimizing the performance of the drug delivery system has been shown to prevent attrition of patients from using the drug delivery system.

Abstract: A system for automatically delivering medication to a user is disclosed. A sensor worn by the user can collect information regarding the user. A user device, for example, a smartphone, executes a user application that uses the collected information to determine an amount of medication to provide to the user. The user application includes a graphical user interface that allows the user to easily interact with the user application to specify various aspects of the delivery of the medication. The user application controls a wearable drug delivery device to dispense the medication to the user.