Embodiments presented herein describe techniques for administering a care plan that describes an overall treatment regimen for a patient. Embodiments include receiving 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. At least one monitoring device available to collect biometric data to compare against observation metrics specified in the care plan is identified. Biometric data is collected using the at least one monitoring device. Embodiments further include, upon determining that the collected biometric data satisfies at least one threshold condition specified in the care plan, initiating at least one treatment plan specified in the care plan and corresponding to the satisfied at least one threshold value.