Arrangements described herein relate to automating generation of maps containing message formats and semantic validation rules. First unstructured data defining message formats for messages that conform to a particular standard and second unstructured data defining semantic validation rules to be applied to validate the messages can be scanned. First structured data corresponding to the first unstructured data defining the message formats and second structured data corresponding to the second unstructured data defining the semantic validation rules can be stored into a database. The first structured data and second structured data are configured to be processed to automatically generate a map comprising message formats and sematic validation rules for use in generating messages that conform to the particular standard and validating the messages.