Early product failures and product recalls are very costly. They result in loss of revenue, litigation, and brand devaluation among others. Hardware recalls are often costlier than software recalls as software patches can be easily downloaded and installed once flaws come to light. But recalls and early product failures tend to happen over and over again. Why? Because engineering teams are constantly under the gun to improve product performance, reduce form factors, and reduce time to market, all while cutting costs. In order to mitigate risk engineers need to develop a deeper understanding of the product behavior under real operating conditions and quickly evaluate design trade-offs based on overall system behavior.