A method including initiating a transaction comprising a plurality of data items in one or more data stores, wherein the transaction is to cause a change to at least a first data item of the plurality of data items. The method also including generating a first transactional data usable to undo the change to the first data item associated with the transaction, wherein the first transaction data comprises a serialized compensation data structure to undo the change to the first data item and complementary information regarding activities complementary to the undo operation.