Automated uploading of user and system data from one or more source computing systems to one or more destination storage repositories is provided. A data uploader module is installed on each computing system or is accessible by each computing system from which user and/or system data may need to be exported to a destination repository. Upon command, a data uploader module reads desired user data or system data from the computing system. The read data is transformed, if required, and the data is then exported to a destination storage repository. The exported data may be stored and analyzed at the destination storage repository from which it may be subsequently exported to other destinations, including back to the source computing system from which it was originally extracted.