How do I stop a credit card payment once it has been submitted?

You are able to void or refund directly to the credit card by clicking the R on the payment line. If the payment has not settled with the merchant processor you will be able to void the payment. If it has settled, you are able to initiate a refund. See Refund/Void a Payment Made by Credit Card (ePayment).