Techniques for data lifecycle discovery and management are presented. Data lifecycle discovery platform (DLDP) can identify data of users, data type, and language of data stored in data stores of entities based on scanning of data from databases, and determines compliance with data-protection obligations arising out of jurisdictional laws or agreements.