A system for monitoring drug delivery is disclosed including a container having a medicine disposed inside, the medicine associated with a patient; a machine-readable code viewable from an outside of the container; a second code in an interior of the container not accessible until the container is opened; a computer configured to receive from a user device a video showing machine-readable code, the second code, and the patient take the medication, the computer having software executing on a computer readable medium for verifying an association of the medicine and the patient using the machine-readable code; verifying association of the machine-readable code and the patient using the second code; identifying patient movement in the video using a machine learning algorithm; and generating a score indicative of the likelihood the medicine was taken by the patient by weighing factors comprising the verification and the identified movements of the patient.