1. A computer apparatus comprised of: data collected from at least one data source stored on a computer readable media; at least one data normalization schema comprised of at least one data normalization policy; at least one date normalization schema management module for storing said at least one data normalization schema; at least one data normalization policy management module for storing said at least one data normalization policy; at least one data normalization processing component for applying said at least one data normalization policy to said at least one data compilation; and a user interface for modifying said at least one data normalization schema to create at least one updated data normalization policy.