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Task        Q9-1  How Do Organizations Use Business Intelligence (BI) Systems?   373
                                                               PRIDE Example
                                                                                            Faclon Security  Example
                                                 Project       Create a partnership program  Expand geographically.
                                                 Management    between PRIDE competitors and
                                                               local health clubs.
                                                 Problem        How can we increase ad revenue  How can we save money by rerouting
                                                 Solving        from competitions?          drone flights?

                                                 Deciding      Which competitions generate the  Which drones and related equipment
                                                               most ad revenue? Develop more of  are in need of maintenance?
                                                               the best competitions.
                    Figure 9-2                   Informing     In what ways are clients using the  How do sales compare to our sales
                    Example Uses of Business                   new system?                  forecast?
                    Intelligence


                                               studied in Chapters 1– 6, Mateo may just want to know how Falcon’s current sales compare to the
                                               forecast. He may have no particular purpose in mind; he just wants to know “how we’re doing.”
                                                   Moving up a row in Figure 9-2, some managers use BI systems for decision making. PRIDE
                                               Systems could use BI on its competitive events to determine characteristics of the events that generate
                                               the most revenue, and it could then conduct more of that type of event. Falcon Security could use a
                                               BI analysis of flight failures to decide when it is time to service drones and related camera equipment.
                                                   (By the way, some authors define BI systems as supporting decision making only, in which
                                               case they use the older term decision support systems as a synonym for decision-making BI
                                               systems. We take the broader view here to include all four of the tasks in Figure 9-2 and will avoid
                                               the term decision support systems.)
                                                   Problem solving is  the next category of  business intelligence use. Again, a  problem is a
                                                 perceived difference between what is and what ought to be. Business intelligence can be used for
                                               both sides of that definition: determining what is as well as what should be. If revenue is below
                                               expectations, PRIDE Systems can use BI to learn what factors to change to obtain more event
                                               attendance and more ad revenue. Falcon Security could use BI to determine whether it could save
                                               costs by rerouting its drone flights.
                                                   Finally, business intelligence can be used during project management. PRIDE can be used to
                                               support a project to create a partnership with local health clubs. When Falcon Security wants to
                                               expand to new geographic locations, it can use business intelligence to determine which locations
                                               will be the most advantageous.
                                                   As  you study Figure  9-2,  recall  the  hierarchical nature of  these  tasks. Deciding requires
                                               informing; problem solving requires deciding (and informing); and project management requires
                                               problem solving (and deciding [and informing]).

                                               What Are Typical BI Applications?

                                               This section summarizes  three BI applications  that  will  give  you a flavor of  what is  possible.
                                               Because business intelligence and the related term BigData are hot topics today, a Web search will
                                               produce dozens of similar examples. After you read this chapter, search for more applications that
                                               appeal to your particular interests.

                                               Identifying Changes in Purchasing Patterns

                                               Most students are aware that business intelligence is used to predict purchasing patterns. Amazon
                                               made the phrase “Customers who bought . . . also bought” famous; when we buy something today,
                                               we expect the e-commerce application to suggest what else we might want. Later in this chapter,
                                               you’ll learn some of the techniques that are used to produce such recommendations.
                                                   More interesting, however, is identifying changes in purchasing patterns. Retailers know that
                                               important life events cause customers to change what they buy and, for a short interval, to form
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