Although you didn't have the customer's signature, you did pay the deposit. Legally speaking, the other party can file a penalty for applying for the deposit and refuse to refund the deposit. In this case, it is recommended to negotiate with the other party first. If the other party doesn't agree, you can try to get the other party to agree to reduce part of the deposit.