Systems and methods are provided for determining patterns, trends, anomalies, and / or abnormalities in data relating to operation of an
insulin delivery pump and user outcomes relating to an
insulin delivery pump and determining certain actions and / or operational adjustments to improve the user outcomes, such as blood glucose levels. For example,
troubleshooting actions may be recommended upon determining a pattern, trend,
abnormality, and / or anomaly in blood glucose levels that is undesirable. In another example, operation of the
insulin delivery pump may be adjusted based habits and / or behaviors of the user. For example,
insulin delivery timing may be adjusted based on exercise, activity and / or eating patterns. Based on the detected patterns, trends, anomalies, and / or abnormalities, a
user device such as a
mobile phone or
smart device may present prompts for more information, alerts, status updates, and other information intended to improve the user experience.