A method includes capturing continuously vital signs and motion data from one or more sensors adapted to be coupled to a user; capturing food consumption of the user; predicting a predetermined health condition of the user based on the vital signs; generating a plan for the predetermined health condition; and prompting the user to execute the plan with a closed-loop feedback based on sensor data.