This paper attempts to offer a group-based approach to reparations for slavery. I argue that by appealing to a group-based approach to reparations, one can avoid some of the significant problems associated with attempting to justify reparations on an individual level. I argue that, properly formulated, a group-based approach can avoid problems of identification, the non-identity problem, as well as misgivings about appealing to the notion that groups can have a moral standing that is not merely the aggregation of the moral standing of the individual group members. In order to show that a group-based approach is a viable solution to these issues, I appeal to Larry May’s account of groups.