A system, method, and computer-readable medium are disclosed identification of demand for documentation for particular languages and facilitate modification of documentation to the particular languages based upon demand. A multi-region document revision model which includes a correction factor, provides for monitoring of how information is being consumed in different regions via different platforms. Identification is performed for demand for documentation for particular languages and facilitates modification of documentation to the particular languages based upon demand. Various internal and external social media platforms are searched to provide a data set which can then be used to customize a language set for a particular language. In certain implementations the documentation includes respective semantic files which are used by a /business unit to validate and update the documentation.