The disclosed examples provide techniques and devices for determining a daily basal profile or an adjusted basal need for a drug based on a collection of data that is filtered and processed. A controller may be configured to evaluate a history of drug delivery in both basal and bolus dosages and generate a daily basal profile or an adjusted basal need that is a time dependent that may be used to schedule basal dosages of a drug that more closely addresses a user's drug needs over the course of a time period, such as a day, week or the like.