A database of data can be leveraged to automatically generate profiles for use in modeling. The data may be specific to one or more domains and/or general to multiple domains. A mapping scheme is established to map structure of the database to a structure of a profile. The mapping scheme is read and the database is read in accordance with the mapping scheme to automatically generate one or more profiles.