High-quality information is the key to successful management of businesses. Despite the large quantity of data that is collected by organizations, managers struggle to obtain information that helps them make decisions. While operational processing systems help capture, store, and manipulate data to support day-to-day operations of organizations, reconciled systems sometimes referred to as data warehouses or business intelligence (BI) systems support the analysis of data, thus, enabling decision making.