Embodiments presented herein describe techniques for providing feedback for a care plan for a patient. Embodiments receive a care plan specifying a plurality of assigned tasks for the patient to perform, timing information specifying when each of the plurality of assigned tasks should be performed, and a plurality of observation metrics that each indicate a type of biometric data to monitor. Biometric data corresponding to the plurality of observation metrics is collected using at least one monitoring device. Embodiments receive symptom information specifying one or more reported symptoms experienced by the patient and monitor adherence of the patient to completing the plurality of assigned tasks according to the timing information specified in the care plan. Embodiments further include providing feedback to the patient, based on the collected biometric data, received symptom information and monitored adherence.