COLOGNE, Germany—Ford Motor Co. flagship European factory here is testing AI-powered automated driving technology designed to enable electric vehicles to drive themselves off the assembly line. Cars also self drive to final testing stations and self-charge before parking in the shipping department.

The E-SELF project is among a range of initiatives that engineers are exploring at the new Ford Cologne EV Centre, where production of an all-electric Explorer SUV will begin later this year.