Abstract: A device may receive trial information that identifies rules or requirements associated with a clinical trial. The device may identify a set of participants associated with the clinical trial. The device may automatically obtain, from a user device associated with a particular participant, of the set of participants, first information regarding the particular participant. The first information may relate to a biometric of the particular participant or an environment associated with the particular participant. The device may determine that the first information indicates that the particular participant does not satisfy a particular rule or requirement associated with the clinical trial. The device may provide, to the user device, a prompt indicating that the particular participant does not satisfy the particular rule or requirement. The device may store or provide the first information for addition to a profile associated with the particular participant.