In the 1920âs, gravy was a slang word for easy money usually gotten by illegal means. Gravy is a rich food and sometimes used to describe luxuries. To have it easy by making a living with little effort. During Americaâs railroad days, the gravy train evolved when a âgravyâ run was an easy one with little work.