Derating involves selecting components that can withstand stresses beyond what is expected to improve reliability and reduce failures. A company implemented derating across all new products and saw a 50% reduction in warranty claims after one year. Derating components doubles the bill of materials costs but reduces field failure rates. For complex electronics with an average field failure cost of $2M each, reducing failures from 10% to 5% annually saves $5M per year. However, with a $6M cost to implement derating, the return on investment is less than 1 based on these estimates.