Organizations handling citizens’ data, like Governmental institutions, have to deal with an increasing number of public requests for information. The implementation of the GDPR and AVG regulations will most likely further increase the number of public information requests. It is up to the governmental institutions to deal with these requests effectively and with care. For this reason the Carp Anonymizer was developed. It automates anonymizing and pseudonymizing sensitive data elements in unstructured content.