Request processing for stateless conformance engine

A method and an apparatus to increase conformance of a storage implementation of a data set to a storage policy are presented. In one embodiment, the method includes performing a conformance check of a data set state and an associated data management policy. The method includes identifying a set of tasks that can be performed to increase conformance of the data set state to the associated policy, and generating a task list using tasks from the set of tasks. The method further includes outputting an indication of the task list to a user and accepting from the user an approval of the task list before generating and executing a second task list.