Systems based on Artificial Intelligence (AI) and automated decision-making (ADM) are increasingly being experimented with and used on migrants, refugees, and travelers. Too often, this is done without adequate democratic discussion or oversight. In addition, their use lacks transparency and justification to those who are subjected to these systems, as a growing body of literature and evidence shows. This needs to change.