Cullum, along with brother Charles, took over the family's business, which gained control of Toro Food Stores.
Cullum was a trustee on the board of the Southwestern Medical Foundation (which evolved to form the UT Southwestern Medical Center) and of the Callier Center for Communication Disorders.