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                        Exhibit 2-2 — BI tools
                              Data management                      DBMS
                                                                   ETL
                                                                   DW and data marts

                              Reporting — General purpose          OLAP
                                                                   EIS
                                                                   DSS
                                                                   Dashboards

                              Reporting — Visualization            OLAP
                                                                   EIS
                                                                   Dashboards

                              Reporting — Strategic and performance   BPM
                              management                           Dashboards
                                                                   Balanced scorecards

                              Business intelligence                Data mining
                                                                   Other mining (web, text)



            The visual tools are EIS, OLAP, and dashboards — some of same tools as general reporting. OLAP uses
            the cube method and the results are natural subjects for visualization — for example, sales by territory,
            sales by period of time, sales by category and time, which can be visualized in bar graphs or line graphs.

            Typically, EIS summarize a specified area of data into a single visual for executives (sometimes actually a
            dashboard). Dashboards are particularly suited for visualization. When reports are generated to compare
            actual results to budgets or predictions, that comparison can easily be reported with visual results.

            For example, if results are on target or within expected parameters, the cell or figures are often colored
            green. If results are slightly off target, slightly behind expectations, the result is shown in yellow (caution).
            If results are behind by some designated degree, the result is shown in red (alarm).

            The strategy and performance management reporting tools include business performance management
            (BPM), dashboards, and balanced scorecards. BPM is specifically for the purpose of business
            performance management. Dashboards provide the kind of information that can measure performance
            or strategic information. Balanced scorecards, which have been around in manual and technology form
            for many years, provide a holistic evaluation of the entity’s performance.








            12
              Efraim Turban, Ramesh Sharda, Jay E. Aronson, and David King, Business Intelligence. (Upper Saddle River, NJ:
            Pearson, 2008), 32.


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