A method for managing data use operations in accordance with one or more embodiments of the invention includes sending, by a licensed data transfer engine executing on a local data manager, a license verification request to a data management system, obtaining a license verification response, providing licensed data to a client, and sending a ledger entry to a ledger service based on the licensed data provided to the client.