What is Analytics?

Alfred Essa
Alfred EssaVice President, R&D and Analytics
What is Analytics?
     http://alfredessa.com
         April 2013
:: analytics is a journey
:: the analytics journey has three stages
:: each stage of the journey involves data
:: analytics stage one

                 is data about the past
:: at best it’s data about the present
:: analytics stage one is reporting
:: and traditional business intelligence
Analytics Stages of Maturity

                       STAGE ONE
                        what happened?
information value




                       what is happening?




                      Data Access       Reporting




                                                    insight
                                                              http://alfredessa.com
! KEY

:: analytics stage one provides retrospective data
:: analytics stage two
                 is data about the future
:: it provides our predicted future, where we are going
:: stage two uses techniques such as predictive modeling
:: and inferential statistics to forecast risk
Analytics Stages of Maturity


                     STAGE ONE                        STAGE TWO
information value




                                                       what will happen?
                      what happened?
                     what is happening?




                                                                           Predictive
                                                           Risk            Modeling
                                                        Forecasting
                     Data Access          Reporting




                                                      insight                           http://alfredessa.com
! KEY

:: analytics stage two predicts the future
:: analytics stage three

              is data about the desired future
:: analytics stage three is the holy grail
:: it’s optimization
:: optimization means finding the best path among
                 multiple options
Analytics Stages of Maturity

                                                                                        STAGE THREE
                                                                                    what do i want to happen?

                                                      STAGE TWO
                                                       what will happen?
information value




                     STAGE ONE
                      what happened?
                     what is happening?
                                                                                                         Strategy


                                                                                          Optimization

                                                                           Predictive
                                                             Risk          Modeling
                                                          Forecasting
                     Data Access          Reporting




                                                      insight                                         http://alfredessa.com
let’s end with a definition

    :: analytics is not more data!
definition

:: analytics is finding the optimal path
           to a desired future
alternate definition

:: analytics is optimizing decision making
        in situations of uncertainty
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What is Analytics?