Registration of a person with an intelligent assistant computer includes obtaining one or more image frames captured via one or more cameras that depict an initially unregistered person. Facial recognition data for the initially unregistered person is extracted from the one or more image frames. A spoken command to register the initially unregistered person is received via one or more microphones. Upon determining that the spoken command originated from the registered person having the pre-established registration privilege, the initially unregistered person is registered as a newly registered person by associating one or more additional privileges with the facial recognition data in a person profile for the newly registered person.
