A method and apparatus are provided for processing sets of sheets. The apparatus includes a frame, a hopper for moving a stack of sheets, a pre-singulator for separating a portion of a sheet from the stack, a sheet peeler for peeling part of a pre-singulated sheet from the stack, a sheet picker for gathering peeled sheets into a set, and a sheet discharger for clearing the set of sheets. The sheet peeler may include at least one rotating drum. The sheet picker may include one or more augers.