A method and system for anonymizing data are disclosed. The method and system include receiving, at the wrapper, a request to store data in a data source. The wrapper includes a dispatcher and at least one service. The dispatcher receives the communication and is data agnostic. The method and system also include providing the request from the dispatcher to the at least one service and anonymizing, at the service(s), the data to provide anonymized data.