Cost entry error on raw material produced bad costing transactions

Cost entry error on raw material produced bad costing transactions through out the system specifically Customer Orders.   Is there a way to reverse the negative costs?  Processing the return did not with the current corrected costs in the system.   I was thinking that we would have to change the costs to the wrong amount, process the return then put the correct cost in and invoice the item.