It cannot be reversed. When someone is found to be innocent after a conviction they can be released, pardoned, given financial aid and live the rest of their lives comfortably. If they have been executed, a pardon is of no use to them at all. You can never be sure that someone is 100% guilty. So, there is always the risk of killing an innocent man.