Until there is a deal, there is no need for a deposit or escrow (and no basis for one); until the offer is accepted, there is no deal or contract. Therefore, you wait until the offer is accepted to deposit, but the cover letter to the offer which you provide can certainly state that your client has the funds ready and available to deposit as soon as the offer is accepted.