For warranty data sets, you use sales, returns, and forecast data to find ways to quickly identify emerging quality issues so that improvements can be made to the next product version. Performing warranty analysis allows you to not only decrease warranty costs but also increase customer satisfaction by continually improving both product quality and brand reputation. The topics in this section include: