Ask your salesman to make the 5 minute call to dealer support at Lexus financial services, they will roll the finance deal back to the point of order (So long as the salesman has created a quote for you at that time)
There are processes in place with Lexus financial service to ensure this happens as it is in the best interest of the customer.