Bill and Hold Orders

In our business some customers have a requirement for Bill and Hold which means that customer is sent the invoice and pays for their order before the products are delivered.  The products remain in our warehouses until the customer requests delivery.  Any advice on the best way to set this up to allow for billing as well as tracking the inventory that belongs to the customer?

Thanks.