Described herein is a computer implemented method for migrating data entities of a software service from one server instance to another server instance. A migration identifier data structure is created for migrating entities, the data structure including objects, for example in predefined name-value pairs, identifying associated entities within the software service for the migrating entities. A migration process evaluates the migration identifier data structures across migration stages to identify shared configuration between migration stages and/or missing migration entities.