All of the following are positive results from early supplier design involvement except $\_\_\_\_\_.$

a$.$

longer lead$-$times in order to find and fix product defects before they get to the customer

b$.$

establishing reasonable tolerances

c$.$

better product quality and manufacturability

d$.$

better quality and product design

e$.$

suppliers can anticipate and begin preproduction work