Externalized data validation engine

A method and system of externalized data validation. Data input to applications is received. Metadata specifying types of the received data is received. Methods to cleanse the received data are determined based on the metadata. Based on the determined methods and received metadata, a validation engine external to the applications cleanses and validates the received data. The validated data is sent to the applications for use by the applications. Via a subscription service and without requiring updates to the applications, a service provider provides dynamic updates of the validation engine to mitigate newly identified events associated with input to the applications.