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1. BI ๋ž€ ๋ฌด์—‡์ธ๊ฐ€ ?
2. QlikView ์— ๋Œ€ํ•ด์„œ
1. BI ๋ž€ ๋ฌด์—‡์ธ๊ฐ€ ?
BI ๋ž€ ๋ฌด์—‡์ธ๊ฐ€


                1-1 BI ๋ž€ ?
            Business Intelligence

 ์„ธ๊ณ„์ ์ธ ์‹œ์žฅ์กฐ์‚ฌ์—…์ฒด์ธ ๊ฐ€ํŠธ๋„ˆ์— ์˜ํ•˜๋ฉด

โ€œ ์—ฌ๋Ÿฌ ๊ณณ์— ์‚ฐ์žฌ๋˜์–ด์žˆ๋Š” ๋ฐ์ดํ„ฐ๋ฅผ ์ˆ˜์ง‘ํ•˜์—ฌ
  ์ฒด๊ณ„์ ์ด๊ณ  ์ผ๋ชฉ์š”์—ฐํ•˜๊ฒŒ ์ •๋ฆฌํ•จ์œผ๋กœ์จ
     ์‚ฌ์šฉ์ž๊ฐ€ ํ•„์š”๋กœ ํ•˜๋Š” ์ •๋ณด๋ฅผย 
   ์ •ํ™•ํ•œ ์‹œ๊ฐ„์— ์ œ๊ณตํ• ย ์ˆ˜ ์žˆ๋Š” ํ™˜๊ฒฝโ€
BI ๋ž€ ๋ฌด์—‡์ธ๊ฐ€


            1-2 BI ์˜ ํ•„์š”์„ฑ

      โ€ข ํ˜„์‹œ๋Œ€ ๊ธฐ์—…ํ™˜๊ฒฝ์˜ ๋น ๋ฅธ๋ณ€ํ™”
  โ€ข ํ•œ ๊ตญ๊ฐ€๊ฐ€ ์•„๋‹Œ ์ „ ์„ธ๊ณ„์˜ ๊ธ€๋กœ๋ฒŒ ๊ฒฝ์Ÿ




            โ€ข ์‹ ์†ํ•œ ์˜์‚ฌ๊ฒฐ์ •
            โ€ข ์ •ํ™•ํ•œ ์ˆ˜์น˜๊ฒฝ์˜
            โ€ข ์ •ํ™•ํ•œ ๊ณ ๊ฐ๋ถ„์„
BI ๋ž€ ๋ฌด์—‡์ธ๊ฐ€




            1-3 BI ์˜ ๋„์ž…ํšจ๊ณผ

     โ€ข ๋‹ค์ฐจ์› ๋ถ„์„์„ ํ†ตํ•œ ๋ฐ์ดํ„ฐ ๋ถ„์„
      โ€ข ์ •๋ณด ์ทจ๋“์˜ ์‹ ์†์„ฑ ๋ฐ ์ •ํ™•์„ฑ
       โ€ข ๊ทธ์— ๋”ฐ๋ฅธ ๊ธฐ์—…๊ฒฝ์Ÿ๋ ฅ์ด ํ–ฅ์ƒ
            โ€ข ์—…๋ฌด ํ”„๋กœ์„ธ์Šค ๊ฐœ์„ 
         โ€ข ํ™˜๊ฒฝ๋ณ€ํ™”์— ์‹ ์†ํ•˜๊ฒŒ ๋Œ€์‘
        โ€ข ์œ ์ง€๋ณด์ˆ˜ / ์šด์šฉ ๋น„์šฉ ์ ˆ๊ฐ
BI ๋ž€ ๋ฌด์—‡์ธ๊ฐ€


            1-4 BI ์˜ ๊ตฌ์„ฑ์š”์†Œ

  โ€ขDBMS
  โ€ขOLAP
  โ€ข๋ฐ์ดํ„ฐ๋งˆ์ด๋‹
  โ€ขETL
2. BI ํ”Œ๋žซํผ์˜ ์ข…๋ฅ˜
BI ํ”Œ๋žซํผ์˜ ์ข…๋ฅ˜
BI ํ”Œ๋žซํผ์˜ ์ข…๋ฅ˜
3. QlikView
QlikView ์— ๋Œ€ํ•ด์„œ


โ€ข ๊ฐ€์žฅ ๋น ๋ฅธ ์„ฑ์žฅ๋ฅ ์„ ๋ณด์ด๋Š” BI ๊ธฐ์—…


๋†’์€ ๊ณ ๊ฐ ์„ฑ๊ณต๋ฅ         ๊ฐ€์น˜ ์ฐฝ์ถœ ์‹œ๊ฐ„
96% ์‚ฌ์šฉ์ž ๋งŒ์กฑ๋„      44% ํด๋ฆญ๋ทฐ ๋ฐฐํฌ ์ดํ›„ 1 ๊ฐœ์›” ์ด๋‚ด ๊ฐ€์น˜์ฐฝ์ถœ
186% ROI         77% ํด๋ฆญ๋ทฐ ๋ฐฐํฌ ์ดํ›„ 3 ๊ฐœ์›” ์ด๋‚ด ๊ฐ€์น˜์ฐฝ์ถœ
16% ์ˆ˜์ต ์ฆ๊ฐ€        50% ์ •๋ณด์ ‘๊ทผ / ๋ถ„์„์‹œ๊ฐ„ ์ ˆ์•ฝ ๋‹ฌ์„ฑ
20% ์šด์˜ ๋น„์šฉ ๊ฐ์†Œ




     100 ๊ฐœ ์ด์ƒ์˜ ๊ตญ๊ฐ€์— 21,000 ๊ณ ๊ฐ ๋ณด
     ์œ 
QlikView ์— ๋Œ€ํ•ด์„œ
 QlikView: Gartner 2011 BI Magic Quadrant Leader
 - Q likTe c h ๋Š” ์˜ˆ์™ธ์ ์œผ๋กœ ๋งค์šฐ ๋†’์€ ์ˆ˜์ค€์˜ ๊ณ ๊ฐ๋งŒ์กฑ๋„๋ฅผ ์ง€์†์ ์œผ๋กœ ์ „๋‹ฌ
 ํ•˜๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค .
โ€ข โ€œ ๋ฐ์ดํ„ฐ ๋””์Šค์ปค๋ฒ„๋ฆฌ ํ”Œ๋žซํผ์˜ ์•ฝ์ง„์€
  ํฌํŠธํด๋ฆฌ์˜ค ์ ‘๊ทผ๋ฐฉ์‹์˜ ํ•„์š”์„ฑ์„ ๋‘๋“œ
  ๋Ÿฌ์ง€๊ฒŒ ํ•œ๋‹ค .โ€
โ€ข โ€œQlikTech ์€ BI ์— ์ƒˆ๋กœ์šด ์ตœ์ข… ์‚ฌ์šฉ
  ์ž ์ค‘์‹ฌ ์ ‘๊ทผ๋ฐฉ์‹์˜ ์ „ํ˜•์ด๋‹ค .โ€
โ€ข โ€œ2011 ๋…„ ์ด ๋ฆฌํฌํŠธ๋ฅผ ์œ„ํ•ด ์ˆ˜ํ–‰๋˜์—ˆ๋˜
  ์—ฐ๊ตฌ์—์„œ โ€™์‰ฌ์šด ์‚ฌ์šฉโ€™์ด ๊ทธ๋™์•ˆ ์ง€๋ฐฐ์ 
  ์ธ BI ํ”Œ๋žซํผ ๊ตฌ๋งค ๊ธฐ์ค€์ด์—ˆ๋˜ โ€˜๊ธฐ๋Šฅ
  ์„ฑโ€™์„ ์ฒ˜์Œ์œผ๋กœ ๋›ฐ์–ด๋„˜์€ ๊ฒƒ๊ณผ ํ•จ๊ป˜ ๋ชฉ
  ์†Œ๋ฆฌ๋ฅผ ๋‚ด๊ณ  ์š”๊ตฌํ•˜๋ฉฐ ์˜ํ–ฅ๋ ฅ์„ ํ–‰์‚ฌ
  ํ•˜๋Š” ๋น„์ฆˆ๋‹ˆ์Šค ์‚ฌ์šฉ์ž๋“ค์ด ์ ์  ๋” ๋งŽ
  ์ด BI ๊ตฌ๋งค ์˜์‚ฌ๋ฅผ ์ด๋Œ์–ด ๋‚ด๊ณ  ์žˆ์Šต
  ๋‹ˆ๋‹ค .โ€
๊ธฐ์กด์˜ ๋น„์ฆˆ๋‹ˆ์Šค ์–ดํ”Œ๋ฆฌ์ผ€์ด์…˜์— ๋Œ€ํ•œ ๊ฒฝํ—˜


 ์ •ํ™•ํ•œ ๋ฐ์ดํ„ฐ ํš๋“์˜ ์–ด๋ ค์›€                                                  ๋‹ค์–‘ํ•œ ํฌ๋งท์˜ ๋ฐ์ดํ„ฐ

                                  ์ •ํ™•ํ•œ ๋ฐ
                                  ์ดํ„ฐ๋ฅผ ํš
                        36%       ๋“ํ•œ๋‹ค๊ณ 
์ •ํ™•ํ•œ ๋ฐ์ดํ„ฐ                           ํ™•์‹ ํ•˜๋Š”
๋ฅผ ํš๋“ํ•œ๋‹ค๊ณ                             ์‚ฌ์šฉ์ž
ํ™•์‹ ํ•˜์ง€ ๋ชปํ•˜        64%
๋Š” ์‚ฌ์šฉ์ž

                                   BARC BI Survey 8



 ๊ฒฐ๊ณผ๋ฅผ ์–ป๋Š”๋ฐ ์˜ค๋žœ ์‹œ๊ฐ„ ์†Œ์š”                                                                 ๊ณ ๋น„์šฉ
                                                          Services
                                                             Cost
 Industry Average Deployment: 17 Months                      $500K
                                                             $400K
                                                             $300K
                                                             $200K
 Industry Average App Creation: 5 Months                     $100K
                                                                $0

                                                                           SAP BW   Cognos   Business
                                                                                             Objects
                                                      InfoWorld & IDC BI Survey
QlikView ์— ๋Œ€ํ•ด์„œ

Q likTe c h ๋Š” B I ์ œํ’ˆ ๊ธฐ๋Šฅ์„ฑ๊ณผ ์‰ฌ์šด ์‚ฌ์šฉ์— ์žˆ์–ด์„œ
๊ฐ€์žฅ ๋†’์€ ์ ์ˆ˜๋ฅผ ๋ฐ›์•˜์Šต๋‹ˆ๋‹ค .




                                       Source: Gartner, April 2010
QlikView ์— ๋Œ€ํ•ด์„œ




   ๋ชจ๋“  ๊ธฐ๋Šฅ์„ ๋ฉ”๋ชจ๋ฆฌ์—
   ์„œ ์ฒ˜๋ฆฌ
   (In-Memory)
   โ€ข   ๋น ๋ฅธ ์„ฑ๋Šฅ
   โ€ข   ์—ฐ๊ด€ ๋ถ„์„
   โ€ข   ์‰ฌ์šด ์‚ฌ์šฉ
   โ€ข   ๊ฐ•๋ ฅํ•จ
   โ€ข   ์œ ์—ฐ์„ฑ
   โ€ข   ์ €๋น„์šฉ
๊ธฐ์กด์˜ BI ์•„ํ‚คํ…์ฒ˜



 ๊ทน๋„๋กœ ๋ณต์žกํ•œ ํ™˜๊ฒฝ




                                                                     ?
๋น„์šฉ    ์‹œ๊ฐ„

                        5     New Questions Arise




                        4     Create GUI



                              Cube Definitions,
                        3
 ๋น„์šฉ



        ์‹œ๊ฐ„




                              Building and Deployment
                                                              OLAP CUBES

              ๊ฐ€์น˜
                                                        DATA MARTS         DATA MARTS
                              Cleansing & Mapping
                        2     (ETL)                           DATA WAREHOUSE


 โ€ข Large data set tested against a variety of next generation Intel HW platforms
                 ๊ฐ€์น˜




 โ€ข Shows linear scaling 1 QlikView Server technology
                        of   Define Data Source(s)
                                                             DATA SOURCES
์ „ํ†ต์ ์ธ BI ๋ฐ์ดํ„ฐ ์ ‘๊ทผ ๋ฐฉ์‹


1.   IT ์—์„œ ์‚ฌ์ „์— ๊ฒฐ์ •ํ•œ ๋ฐ์ดํ„ฐ ์†Œ์Šค
2.   ETL ( ์ถ”์ถœ , ๋ณ€ํ™˜ , ๋กœ๋“œ ) ํ”„๋กœ์„ธ์Šค๋ฅผ ํ†ตํ•œ ๋ฐ์ดํ„ฐ ์ฒ˜๋ฆฌ
3.   ๋ฐ์ดํ„ฐ๊ฐ€ ๋ฐ์ดํ„ฐ ์›จ์–ดํ•˜์šฐ์Šค๋กœ ๋กœ๋“œ๋œ ํ›„ ํ๋ธŒ๋กœ ๋ชจ๋ธ๋ง
4.   BI ์• ํ”Œ๋ฆฌ์ผ€์ด์…˜์œผ๋กœ ๋ฐ์ดํ„ฐ ๋กœ๋“œ
5.   ๋ฐ์ดํ„ฐ๊ฐ€ ๋ณ€๊ฒฝ๋  ๋•Œ๋งˆ๋‹ค , ๋‹ค์‹œ ๋’ค๋กœ ๋Œ์•„๊ฐ€์„œ ์ฒ˜์Œ๋ถ€ํ„ฐ ์ด ํ”„๋กœ์„ธ์Šค ์ง„ํ–‰
์ฐจ์„ธ๋Œ€ In-Memory ๋ถ„์„ ์•„ํ‚คํ…์ฒ˜




  ๊ทน๋„๋กœ ๋‹จ์ˆœํ•œ ํ™˜๊ฒฝ




                                                                         ?
               ๊ฐ€ ์น˜

                         4     New Questions Arise
                                                                         !
                         3     Create GUI
                  ๊ฐ€์น˜




 ๋น„์šฉ     ์‹œ๊ฐ„

                         2     Associative Model Created         Associative Data Model
  โ€ข Large data set tested against a variety of next generation Intel HW platforms
  โ€ข Shows linear scaling of QlikView Server technology
 ๋น„์šฉ



         ์‹œ๊ฐ„




                         1     Connect directly to Wider   ERP          CRM
                               Range of Data Sources
                                                                  SQL         SCM
QlikView ์˜ ๋…ํŠนํ•œ ๋ฉ”๋ชจ๋ฆฌ ๊ธฐ๋ฐ˜ , ์—ฐ๊ด€ ๊ธฐ์ˆ 


1. ์—ฌ๋Ÿฌ ๋ฐ์ดํ„ฐ ์†Œ์Šค์™€ ์‰ฝ๊ฒŒ ํ†ตํ•ฉ
2. ๋ชจ๋“  ๋ฐ์ดํ„ฐ๋ฅผ ๋ฉ”๋ชจ๋ฆฌ์— ๋กœ๋“œ
3. ์‹ค์‹œ๊ฐ„ ์—ฐ๊ด€ ๊ฒ€์ƒ‰ ๋ฐ ๋ถ„์„ ์ˆ˜ํ–‰
ํšจ์œจ์ ์ธ QlikView



๊ธฐ์กด BI ์†Œํ”„ํŠธ์›จ์–ด         QlikView

     ๋Š๋ฆฐ ์ „๊ฐœ โ€“ ์ˆ˜๊ฐœ์›”์—          ๋น ๋ฅธ ์ „๊ฐœ โ€“ ์ˆ˜์ผ์—์„œ
     ์„œ ์ˆ˜๋…„                  ์ˆ˜์ฃผ


     ๋Œ€๊ทœ๋ชจ ์ „๋ฌธ ์„œ๋น„์Šค            ์ตœ์†Œ์˜ ์ „๋ฌธ ์„œ๋น„์Šค



     ๊ณ ๋น„์šฉ                   ์ €๋น„์šฉ


                           ๋น„์ฆˆ๋‹ˆ์Šค ์œ ์ € ์ค‘์‹ฌ
     IT ์ค‘์‹ฌ
                           (โ€œ ๋น„์ฆˆ๋‹ˆ์Šค ํ•ด๋‹ต ์ œ์‹œโ€ )
QlikView ์ ์šฉ์‚ฌ๋ก€
์˜ˆ์ œ ๋ฐ ์ฐธ๊ณ  ์‚ฌ์ดํŠธ


โ€ข   Brain Sergery ํ™œ์šฉ ์‚ฌ๋ก€ ๋™์˜์ƒ
โ€ข   facebook ์นœ๊ตฌํ†ต๊ณ„
โ€ข   ์˜๊ตญํ•™๊ต๋ถ„์„ ์˜ˆ์ œ
โ€ข   ์œ ํˆฌ๋ธŒ ์†Œ๊ฐœ ๋™์˜์ƒ
โ€ข   QlikView๊ด‘๊ณ 
โ€ข   MS BI์†Œ๊ฐœ ์˜์ƒ
๊ฐ์‚ฌํ•ฉ๋‹ˆ๋‹ค !

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์ œ์กฐ์—…์˜ AWS ๊ธฐ๋ฐ˜ ์ฃผ์š” ์›Œํฌ๋กœ๋“œ ๋ฐ ๊ณ ๊ฐ ์‚ฌ๋ก€::์ดํ˜„์„::AWS Summit Seoul 2018
์ œ์กฐ์—…์˜ AWS ๊ธฐ๋ฐ˜ ์ฃผ์š” ์›Œํฌ๋กœ๋“œ ๋ฐ ๊ณ ๊ฐ ์‚ฌ๋ก€::์ดํ˜„์„::AWS Summit Seoul 2018์ œ์กฐ์—…์˜ AWS ๊ธฐ๋ฐ˜ ์ฃผ์š” ์›Œํฌ๋กœ๋“œ ๋ฐ ๊ณ ๊ฐ ์‚ฌ๋ก€::์ดํ˜„์„::AWS Summit Seoul 2018
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๋น…๋ฐ์ดํ„ฐ ๋ถ„์„ ์‹œ์Šคํ…œ ๋„์ž…๊ณผ AI ์ ์šฉ๋น…๋ฐ์ดํ„ฐ ๋ถ„์„ ์‹œ์Šคํ…œ ๋„์ž…๊ณผ AI ์ ์šฉ
๋น…๋ฐ์ดํ„ฐ ๋ถ„์„ ์‹œ์Šคํ…œ ๋„์ž…๊ณผ AI ์ ์šฉ
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QlikView ppt

  • 2. 1. BI ๋ž€ ๋ฌด์—‡์ธ๊ฐ€ ? 2. QlikView ์— ๋Œ€ํ•ด์„œ
  • 3. 1. BI ๋ž€ ๋ฌด์—‡์ธ๊ฐ€ ?
  • 4. BI ๋ž€ ๋ฌด์—‡์ธ๊ฐ€ 1-1 BI ๋ž€ ? Business Intelligence ์„ธ๊ณ„์ ์ธ ์‹œ์žฅ์กฐ์‚ฌ์—…์ฒด์ธ ๊ฐ€ํŠธ๋„ˆ์— ์˜ํ•˜๋ฉด โ€œ ์—ฌ๋Ÿฌ ๊ณณ์— ์‚ฐ์žฌ๋˜์–ด์žˆ๋Š” ๋ฐ์ดํ„ฐ๋ฅผ ์ˆ˜์ง‘ํ•˜์—ฌ ์ฒด๊ณ„์ ์ด๊ณ  ์ผ๋ชฉ์š”์—ฐํ•˜๊ฒŒ ์ •๋ฆฌํ•จ์œผ๋กœ์จ ์‚ฌ์šฉ์ž๊ฐ€ ํ•„์š”๋กœ ํ•˜๋Š” ์ •๋ณด๋ฅผย  ์ •ํ™•ํ•œ ์‹œ๊ฐ„์— ์ œ๊ณตํ• ย ์ˆ˜ ์žˆ๋Š” ํ™˜๊ฒฝโ€
  • 5. BI ๋ž€ ๋ฌด์—‡์ธ๊ฐ€ 1-2 BI ์˜ ํ•„์š”์„ฑ โ€ข ํ˜„์‹œ๋Œ€ ๊ธฐ์—…ํ™˜๊ฒฝ์˜ ๋น ๋ฅธ๋ณ€ํ™” โ€ข ํ•œ ๊ตญ๊ฐ€๊ฐ€ ์•„๋‹Œ ์ „ ์„ธ๊ณ„์˜ ๊ธ€๋กœ๋ฒŒ ๊ฒฝ์Ÿ โ€ข ์‹ ์†ํ•œ ์˜์‚ฌ๊ฒฐ์ • โ€ข ์ •ํ™•ํ•œ ์ˆ˜์น˜๊ฒฝ์˜ โ€ข ์ •ํ™•ํ•œ ๊ณ ๊ฐ๋ถ„์„
  • 6. BI ๋ž€ ๋ฌด์—‡์ธ๊ฐ€ 1-3 BI ์˜ ๋„์ž…ํšจ๊ณผ โ€ข ๋‹ค์ฐจ์› ๋ถ„์„์„ ํ†ตํ•œ ๋ฐ์ดํ„ฐ ๋ถ„์„ โ€ข ์ •๋ณด ์ทจ๋“์˜ ์‹ ์†์„ฑ ๋ฐ ์ •ํ™•์„ฑ โ€ข ๊ทธ์— ๋”ฐ๋ฅธ ๊ธฐ์—…๊ฒฝ์Ÿ๋ ฅ์ด ํ–ฅ์ƒ โ€ข ์—…๋ฌด ํ”„๋กœ์„ธ์Šค ๊ฐœ์„  โ€ข ํ™˜๊ฒฝ๋ณ€ํ™”์— ์‹ ์†ํ•˜๊ฒŒ ๋Œ€์‘ โ€ข ์œ ์ง€๋ณด์ˆ˜ / ์šด์šฉ ๋น„์šฉ ์ ˆ๊ฐ
  • 7. BI ๋ž€ ๋ฌด์—‡์ธ๊ฐ€ 1-4 BI ์˜ ๊ตฌ์„ฑ์š”์†Œ โ€ขDBMS โ€ขOLAP โ€ข๋ฐ์ดํ„ฐ๋งˆ์ด๋‹ โ€ขETL
  • 12. QlikView ์— ๋Œ€ํ•ด์„œ โ€ข ๊ฐ€์žฅ ๋น ๋ฅธ ์„ฑ์žฅ๋ฅ ์„ ๋ณด์ด๋Š” BI ๊ธฐ์—… ๋†’์€ ๊ณ ๊ฐ ์„ฑ๊ณต๋ฅ  ๊ฐ€์น˜ ์ฐฝ์ถœ ์‹œ๊ฐ„ 96% ์‚ฌ์šฉ์ž ๋งŒ์กฑ๋„ 44% ํด๋ฆญ๋ทฐ ๋ฐฐํฌ ์ดํ›„ 1 ๊ฐœ์›” ์ด๋‚ด ๊ฐ€์น˜์ฐฝ์ถœ 186% ROI 77% ํด๋ฆญ๋ทฐ ๋ฐฐํฌ ์ดํ›„ 3 ๊ฐœ์›” ์ด๋‚ด ๊ฐ€์น˜์ฐฝ์ถœ 16% ์ˆ˜์ต ์ฆ๊ฐ€ 50% ์ •๋ณด์ ‘๊ทผ / ๋ถ„์„์‹œ๊ฐ„ ์ ˆ์•ฝ ๋‹ฌ์„ฑ 20% ์šด์˜ ๋น„์šฉ ๊ฐ์†Œ 100 ๊ฐœ ์ด์ƒ์˜ ๊ตญ๊ฐ€์— 21,000 ๊ณ ๊ฐ ๋ณด ์œ 
  • 13. QlikView ์— ๋Œ€ํ•ด์„œ QlikView: Gartner 2011 BI Magic Quadrant Leader - Q likTe c h ๋Š” ์˜ˆ์™ธ์ ์œผ๋กœ ๋งค์šฐ ๋†’์€ ์ˆ˜์ค€์˜ ๊ณ ๊ฐ๋งŒ์กฑ๋„๋ฅผ ์ง€์†์ ์œผ๋กœ ์ „๋‹ฌ ํ•˜๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค . โ€ข โ€œ ๋ฐ์ดํ„ฐ ๋””์Šค์ปค๋ฒ„๋ฆฌ ํ”Œ๋žซํผ์˜ ์•ฝ์ง„์€ ํฌํŠธํด๋ฆฌ์˜ค ์ ‘๊ทผ๋ฐฉ์‹์˜ ํ•„์š”์„ฑ์„ ๋‘๋“œ ๋Ÿฌ์ง€๊ฒŒ ํ•œ๋‹ค .โ€ โ€ข โ€œQlikTech ์€ BI ์— ์ƒˆ๋กœ์šด ์ตœ์ข… ์‚ฌ์šฉ ์ž ์ค‘์‹ฌ ์ ‘๊ทผ๋ฐฉ์‹์˜ ์ „ํ˜•์ด๋‹ค .โ€ โ€ข โ€œ2011 ๋…„ ์ด ๋ฆฌํฌํŠธ๋ฅผ ์œ„ํ•ด ์ˆ˜ํ–‰๋˜์—ˆ๋˜ ์—ฐ๊ตฌ์—์„œ โ€™์‰ฌ์šด ์‚ฌ์šฉโ€™์ด ๊ทธ๋™์•ˆ ์ง€๋ฐฐ์  ์ธ BI ํ”Œ๋žซํผ ๊ตฌ๋งค ๊ธฐ์ค€์ด์—ˆ๋˜ โ€˜๊ธฐ๋Šฅ ์„ฑโ€™์„ ์ฒ˜์Œ์œผ๋กœ ๋›ฐ์–ด๋„˜์€ ๊ฒƒ๊ณผ ํ•จ๊ป˜ ๋ชฉ ์†Œ๋ฆฌ๋ฅผ ๋‚ด๊ณ  ์š”๊ตฌํ•˜๋ฉฐ ์˜ํ–ฅ๋ ฅ์„ ํ–‰์‚ฌ ํ•˜๋Š” ๋น„์ฆˆ๋‹ˆ์Šค ์‚ฌ์šฉ์ž๋“ค์ด ์ ์  ๋” ๋งŽ ์ด BI ๊ตฌ๋งค ์˜์‚ฌ๋ฅผ ์ด๋Œ์–ด ๋‚ด๊ณ  ์žˆ์Šต ๋‹ˆ๋‹ค .โ€
  • 14. ๊ธฐ์กด์˜ ๋น„์ฆˆ๋‹ˆ์Šค ์–ดํ”Œ๋ฆฌ์ผ€์ด์…˜์— ๋Œ€ํ•œ ๊ฒฝํ—˜ ์ •ํ™•ํ•œ ๋ฐ์ดํ„ฐ ํš๋“์˜ ์–ด๋ ค์›€ ๋‹ค์–‘ํ•œ ํฌ๋งท์˜ ๋ฐ์ดํ„ฐ ์ •ํ™•ํ•œ ๋ฐ ์ดํ„ฐ๋ฅผ ํš 36% ๋“ํ•œ๋‹ค๊ณ  ์ •ํ™•ํ•œ ๋ฐ์ดํ„ฐ ํ™•์‹ ํ•˜๋Š” ๋ฅผ ํš๋“ํ•œ๋‹ค๊ณ  ์‚ฌ์šฉ์ž ํ™•์‹ ํ•˜์ง€ ๋ชปํ•˜ 64% ๋Š” ์‚ฌ์šฉ์ž BARC BI Survey 8 ๊ฒฐ๊ณผ๋ฅผ ์–ป๋Š”๋ฐ ์˜ค๋žœ ์‹œ๊ฐ„ ์†Œ์š” ๊ณ ๋น„์šฉ Services Cost Industry Average Deployment: 17 Months $500K $400K $300K $200K Industry Average App Creation: 5 Months $100K $0 SAP BW Cognos Business Objects InfoWorld & IDC BI Survey
  • 15. QlikView ์— ๋Œ€ํ•ด์„œ Q likTe c h ๋Š” B I ์ œํ’ˆ ๊ธฐ๋Šฅ์„ฑ๊ณผ ์‰ฌ์šด ์‚ฌ์šฉ์— ์žˆ์–ด์„œ ๊ฐ€์žฅ ๋†’์€ ์ ์ˆ˜๋ฅผ ๋ฐ›์•˜์Šต๋‹ˆ๋‹ค . Source: Gartner, April 2010
  • 16. QlikView ์— ๋Œ€ํ•ด์„œ ๋ชจ๋“  ๊ธฐ๋Šฅ์„ ๋ฉ”๋ชจ๋ฆฌ์— ์„œ ์ฒ˜๋ฆฌ (In-Memory) โ€ข ๋น ๋ฅธ ์„ฑ๋Šฅ โ€ข ์—ฐ๊ด€ ๋ถ„์„ โ€ข ์‰ฌ์šด ์‚ฌ์šฉ โ€ข ๊ฐ•๋ ฅํ•จ โ€ข ์œ ์—ฐ์„ฑ โ€ข ์ €๋น„์šฉ
  • 17. ๊ธฐ์กด์˜ BI ์•„ํ‚คํ…์ฒ˜ ๊ทน๋„๋กœ ๋ณต์žกํ•œ ํ™˜๊ฒฝ ? ๋น„์šฉ ์‹œ๊ฐ„ 5 New Questions Arise 4 Create GUI Cube Definitions, 3 ๋น„์šฉ ์‹œ๊ฐ„ Building and Deployment OLAP CUBES ๊ฐ€์น˜ DATA MARTS DATA MARTS Cleansing & Mapping 2 (ETL) DATA WAREHOUSE โ€ข Large data set tested against a variety of next generation Intel HW platforms ๊ฐ€์น˜ โ€ข Shows linear scaling 1 QlikView Server technology of Define Data Source(s) DATA SOURCES
  • 18. ์ „ํ†ต์ ์ธ BI ๋ฐ์ดํ„ฐ ์ ‘๊ทผ ๋ฐฉ์‹ 1. IT ์—์„œ ์‚ฌ์ „์— ๊ฒฐ์ •ํ•œ ๋ฐ์ดํ„ฐ ์†Œ์Šค 2. ETL ( ์ถ”์ถœ , ๋ณ€ํ™˜ , ๋กœ๋“œ ) ํ”„๋กœ์„ธ์Šค๋ฅผ ํ†ตํ•œ ๋ฐ์ดํ„ฐ ์ฒ˜๋ฆฌ 3. ๋ฐ์ดํ„ฐ๊ฐ€ ๋ฐ์ดํ„ฐ ์›จ์–ดํ•˜์šฐ์Šค๋กœ ๋กœ๋“œ๋œ ํ›„ ํ๋ธŒ๋กœ ๋ชจ๋ธ๋ง 4. BI ์• ํ”Œ๋ฆฌ์ผ€์ด์…˜์œผ๋กœ ๋ฐ์ดํ„ฐ ๋กœ๋“œ 5. ๋ฐ์ดํ„ฐ๊ฐ€ ๋ณ€๊ฒฝ๋  ๋•Œ๋งˆ๋‹ค , ๋‹ค์‹œ ๋’ค๋กœ ๋Œ์•„๊ฐ€์„œ ์ฒ˜์Œ๋ถ€ํ„ฐ ์ด ํ”„๋กœ์„ธ์Šค ์ง„ํ–‰
  • 19. ์ฐจ์„ธ๋Œ€ In-Memory ๋ถ„์„ ์•„ํ‚คํ…์ฒ˜ ๊ทน๋„๋กœ ๋‹จ์ˆœํ•œ ํ™˜๊ฒฝ ? ๊ฐ€ ์น˜ 4 New Questions Arise ! 3 Create GUI ๊ฐ€์น˜ ๋น„์šฉ ์‹œ๊ฐ„ 2 Associative Model Created Associative Data Model โ€ข Large data set tested against a variety of next generation Intel HW platforms โ€ข Shows linear scaling of QlikView Server technology ๋น„์šฉ ์‹œ๊ฐ„ 1 Connect directly to Wider ERP CRM Range of Data Sources SQL SCM
  • 20. QlikView ์˜ ๋…ํŠนํ•œ ๋ฉ”๋ชจ๋ฆฌ ๊ธฐ๋ฐ˜ , ์—ฐ๊ด€ ๊ธฐ์ˆ  1. ์—ฌ๋Ÿฌ ๋ฐ์ดํ„ฐ ์†Œ์Šค์™€ ์‰ฝ๊ฒŒ ํ†ตํ•ฉ 2. ๋ชจ๋“  ๋ฐ์ดํ„ฐ๋ฅผ ๋ฉ”๋ชจ๋ฆฌ์— ๋กœ๋“œ 3. ์‹ค์‹œ๊ฐ„ ์—ฐ๊ด€ ๊ฒ€์ƒ‰ ๋ฐ ๋ถ„์„ ์ˆ˜ํ–‰
  • 21. ํšจ์œจ์ ์ธ QlikView ๊ธฐ์กด BI ์†Œํ”„ํŠธ์›จ์–ด QlikView ๋Š๋ฆฐ ์ „๊ฐœ โ€“ ์ˆ˜๊ฐœ์›”์— ๋น ๋ฅธ ์ „๊ฐœ โ€“ ์ˆ˜์ผ์—์„œ ์„œ ์ˆ˜๋…„ ์ˆ˜์ฃผ ๋Œ€๊ทœ๋ชจ ์ „๋ฌธ ์„œ๋น„์Šค ์ตœ์†Œ์˜ ์ „๋ฌธ ์„œ๋น„์Šค ๊ณ ๋น„์šฉ ์ €๋น„์šฉ ๋น„์ฆˆ๋‹ˆ์Šค ์œ ์ € ์ค‘์‹ฌ IT ์ค‘์‹ฌ (โ€œ ๋น„์ฆˆ๋‹ˆ์Šค ํ•ด๋‹ต ์ œ์‹œโ€ )
  • 23. ์˜ˆ์ œ ๋ฐ ์ฐธ๊ณ  ์‚ฌ์ดํŠธ โ€ข Brain Sergery ํ™œ์šฉ ์‚ฌ๋ก€ ๋™์˜์ƒ โ€ข facebook ์นœ๊ตฌํ†ต๊ณ„ โ€ข ์˜๊ตญํ•™๊ต๋ถ„์„ ์˜ˆ์ œ โ€ข ์œ ํˆฌ๋ธŒ ์†Œ๊ฐœ ๋™์˜์ƒ โ€ข QlikView๊ด‘๊ณ  โ€ข MS BI์†Œ๊ฐœ ์˜์ƒ

Editor's Notes

  1. Hidden Slide: use as needed, but be sure to update the statistics, number of employees, management team, etc!
  2. BI( ๋น„์ฆˆ๋‹ˆ์Šคย ์ธํ…”๋ฆฌ์ „์Šค ) ๋ผ๋Š” ๊ฐœ๋…์€ ์‚ฌ์‹ค ์ƒˆ๋กœ์šด ๊ฐœ๋…์€ ์•„๋‹™๋‹ˆ๋‹ค . 10 ๋…„ ์ „๋ถ€ํ„ฐย  DW( ๋ฐ์ดํ„ฐ์›จ์–ดํ•˜์šฐ์Šค )ย  ๋‚˜ย  OLAP( ์˜จ๋ผ์ธ๋ถ„์„์ฒ˜๋ฆฌ ) ์†”๋ฃจ์…˜ ์—…๊ณ„์—์„œ ์˜์‚ฌ๊ฒฐ์ • ์‹œ์Šคํ…œ์œผ๋กœ ์‚ฌ์šฉ๋˜์–ด ์™”์Šต๋‹ˆ๋‹ค . ํ•˜์ง€๋งŒ ์ตœ๊ทผ ๋“ค์–ด์„œย  BI ์˜ ๋‹จ์–ด์ž์ฒด์˜ ๊ฐœ๋…์„ย ย ๊ฐ•์กฐํ•˜๋Š” ์—…๊ณ„๋“ค์ด ๋งŽ์•„ ์ง€๋ฉด์„œ ์ผ๋ฐ˜์ ์œผ๋กœย  BI = โ€œ ๋ถ„์„์  ์—…๋ฌด์ฒด๊ณ„โ€๋ผ๊ณ  ๋ฐ›์•„๋“ค์—ฌ์ง€๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค . ์„ธ๊ณ„์ ์ธ ์‹œ์žฅ์กฐ์‚ฌ ์—…์ฒด์ธย ๊ฐ€ํŠธ๋„ˆ๋Š”ย  BI ์— ๋Œ€ํ•ด์„œ ์ •์˜๋ฅผ ๋‚ด๋ฆฌ๊ธฐ๋ฅผ โ€œ ์—ฌ๋Ÿฌ ๊ณณ์— ๋ถ„์‚ฐ๋˜์–ด ์žˆ๋Š” ๋ฐ์ดํ„ฐ๋ฅผ ์ˆ˜์ง‘ํ•˜์—ฌ ์ฒด๊ณ„์ ์ด๊ณ  ์ผ๋ชฉ์š”์—ฐํ•˜๊ฒŒ ์ •๋ฆฌํ•จ์œผ๋กœ์จ ์‚ฌ์šฉ์ž๊ฐ€ ํ•„์š”๋กœ ํ•˜๋Š” ์ •๋ณด๋ฅผย ์ •ํ™•ํ•œ ์‹œ๊ฐ„์— ์ œ๊ณตํ• ย ์ˆ˜ ์žˆ๋Š” ํ™˜๊ฒฝโ€์ด๋‹ค ๋ผ๊ณ  ์ •์˜๋ฅผ ๋‚ด๋ ธ์Šต๋‹ˆ๋‹ค . ์ฆ‰ ๋‹ค์‹œย ๋ง์”€๋“œ๋ฆฌ์ž๋ฉด , ์ด BI ๋ฅผ ์ด์šฉํ•˜์—ฌ ๊ธฐ์—…์ด ๋ณด์œ ํ•˜๊ณ  ์žˆ๋Š” ๋ฐฉ๋Œ€ํ•œ ์–‘์˜ ๋ฐ์ดํ„ฐ๋ฅผ ์ •๋ฆฌํ•˜๊ณ  ๋ถ„์„ํ•˜์—ฌ ํ•ด๋‹น ๊ธฐ์—…์˜ ์ƒ์‚ฐ์„ฑ ํ–ฅ์ƒ ,ย  ์›๊ฐ€์ ˆ๊ฐ , ๊ณ ๊ฐ ๋งŒ์กฑ , ๊ณ ๊ฐ์ˆ˜์ต์„ฑ ๋“ฑ์˜ ์ „๋žต์  ์˜์‚ฌ๊ฒฐ์ •์— ํ™œ์šฉํ•  ์ˆ˜ ์žˆ๋Š”ย ๊ฐ€์น˜์žˆ๋Š”ย ์ •๋ณด๋ฅผ ์ œ๊ณตํ•ด ์ค„ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค .
  3. ๊ทธ๋ ‡๋‹ค๋ฉดย  BI ๊ฐ€ ์™œ ํ•„์š”ํ•œ ๊ฒƒ์ธ์ง€์— ๋Œ€ํ•ด์„œ ๋ง์”€๋“œ๋ฆฌ์ž๋ฉด , ์˜ค๋Š˜๋‚ ์˜ ๊ธฐ์—… ํ™˜๊ฒฝ์€ ๋งค์šฐ ๋น ๋ฅธ ์†๋„๋กœ ๋ณ€ํ™”ํ•˜๊ณ  ์žˆ์œผ๋ฉฐ ํ•œ ๊ตญ๊ฐ€ , ์ฆ‰ ๋Œ€ํ•œ๋ฏผ๊ตญ์ด๋ผ๋Š” ๋‚˜๋ผ์—์„œ๋งŒ ๊ฒฝ์Ÿํ•˜๋Š” ๊ฒƒ์ด ์•„๋‹Œ ์„ธ๊ณ„์ ์œผ๋กœ ๋‚˜์•„๊ฐ€ ๊ธ€๋กœ๋ฒŒ ๊ฒฝ์Ÿ ์†์— ๋†“์—ฌ์žˆ์Šต๋‹ˆ๋‹ค . ์ด๋Ÿฌํ•œ ๊ธ€๋กœ๋ฒŒ ๊ฒฝ์Ÿ์‹œ๋Œ€ ์†์—์„œ ํ•œ ๊ธฐ์—…์ดย ๋‹ค์‹œ ๋งํ•ด์„œ ์ €ํฌย ์ธ๋ฐธ๋ฅ˜๋น„์ฆˆ๋ผ๋Š”ย ํšŒ์‚ฌ๊ฐ€ ๊ฒฝ์Ÿ์  ์šฐ์œ„๋ฅผ ํš๋“ํ•˜๊ธฐ ์œ„ํ•ด์„œ๋Š” ์‹ ์†ํ•œ ์˜์‚ฌ๊ฒฐ์ •๊ณผ ํ†ตํ•ฉ๋œ ์ •๋ณด์— ์˜ํ•œ ์ •ํ™•ํ•œ ์ˆ˜์น˜์— ์˜ํ•œ ๊ฒฝ์˜์„ย ํ•ด์•ผํ• ย ๊ฒƒ์ด๋ฉฐ ์˜ˆ์ธก์ด ๊ฐ€๋Šฅํ•œ ์ •ํ™•ํ•œ ๊ณ ๊ฐ๋ถ„์„์ด ์ด๋ฃจ์–ด์ ธ์•ผ ํ•ฉ๋‹ˆ๋‹ค . ์ด๋ฅผ ์œ„ํ•ด์„œ ๊ธฐ์—…์€ ์ „๋žต์  ์˜์‚ฌ ๊ฒฐ์ •๊ณผ ๊ด€๋ จ๋œ ํฌ๊ด„์  ์ •๋ณด ๋ฐ ๋ถ„์„์„ ํ•  ์ˆ˜ ์žˆ๋Š” ํˆด์ด ํ•„์š”ํ•ฉ๋‹ˆ๋‹ค . ์ง€๋‚œย  2009 ๋…„๊นŒ์ง€ ๊ฐ€ํŠธ๋„ˆ๊ฐ€ ์กฐ์‚ฌํ•œ ํˆฌ์ž์šฐ์„  ์ˆœ์œ„์—์„œย  BI ๋ถ€๋ถ„์ดย  3 ๋…„ ์—ฐ์† ์ตœ์šฐ์„  1 ์ˆœ์œ„ ๊ณผ์ œ๋กœ ์„ ์ •๋œ๋ฐ” ์žˆ๊ณ  2010 ๋…„๊นŒ์ง€ ์—๋„ ๋†’์€ ์ˆœ์œ„๋ฅผ ์ฐจ์ง€ํ•˜๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค . BI ๊ฐ€ ํ˜„์‹œ์ ์— ๋Œ€๋‘๋˜๊ณ  ์žˆ๋Š” ์ด์œ ์ค‘์— ํ•˜๋‚˜๊ฐ€ ๋ฐ์ดํ„ฐ์˜ ๊ธ‰๊ฒฉํ•œ ์ฆ๊ฐ€ ๋•Œ๋ฌธ์ด๋ผ๊ณ  ํ•  ์ˆ˜ ์žˆ๋Š”๋ฐ ๊ธฐ์—…์˜ ์‚ฌ์—…์˜์—ญ์€ ๋”์šฑ๋” ๋„“์–ด์ ธ๊ฐ€๊ณ  ์žˆ๊ณ  ,ย  ๊ณ ๊ฐ์˜ย ๋‹ˆ์ฆˆ๋Š”ย ์ ์  ๋” ๋ณต์žกํ•ด์ง€๋ฏ€๋กœ ์„œ๋น„์Šค์˜ ์ˆ˜๋ช… ์ฃผ๊ธฐ๋Š” ์งง์•„์ง€๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค . ๊ทธ๋ ‡๊ธฐ ๋•Œ๋ฌธ์— ๋ถ„์„์ •๋ณด๊ฐ€ ๊ณ ๊ฐ์˜ ๋‹ˆ์ฆˆ๋ฅผ ์ •ํ™•ํžˆ ํŒŒ์•…ํ•˜์—ฌ ์„œ๋น„์Šค๋‚˜ ์ œํ’ˆ์— ์‹ ์†ํ•˜๊ฒŒ ๋ฐ˜์˜๋  ์ˆ˜ ์žˆ๋„๋ก ๋ฐ์ดํ„ฐ๋ฅผ ๋ชจ์•„์„œ ์ฒ˜๋ฆฌํ•ด์•ผ ํ•˜๋Š”๋ฐ ์—…์ฒด ๋‚ด์—์„œ ๋ชจ์œผ๋Š” ๋‚ด๋ถ€๋ฐ์ดํ„ฐ ๋ฟ๋งŒ ์•„๋‹ˆ๋ผ ํŠธ์œ„ํ„ฐ๋ผ๋˜๊ฐ€ ํŽ˜์ด์Šค๋ถ ๊ฐ™์€ SNS ๋‚˜ ๊ฒฝ์Ÿ์‚ฌ์˜ ์ •๋ณด๊นŒ์ง€ ์ˆ˜์ง‘ํ•˜๊ณ  ๊ด€๋ฆฌ๋˜์–ด์•ผ ํ•œ๋‹ค๋Š” ์ ์—์„œ ๋‹ค์‹œํ•œ๋ฒˆ BI ์˜ ์ค‘์š”์„ฑ์„ ๋Š๋‚„ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค .
  4. BI ๋ฅผ ๋„์ž…ํ•˜๋ฏ€๋กœ์„œ ๊ฐ€์ง€๊ฒŒ ๋  ํšจ๊ณผ๋กœ์„œ๋Š” ์ผ์ฐจ์›์ ์ด ์•„๋‹Œ ๋‹ค์ฐจ์›์ ์ธ ๋ถ„์„์„ ํ†ตํ•˜์—ฌ ๊ด€๋ จ๋œ ๋ฐ์ดํ„ฐ๋ฅผ ์‰ฝ๊ณ  ์ •ํ™•ํžˆ ๋ถ„์„ํ•˜์—ฌ ์›ํ•˜๋Š” ์ •๋ณด๋ฅผ ์‹ ์†ํ•˜๊ฒŒ ์ทจ๋“ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค . ๊ทธ์— ๋”ฐ๋ผ์„œ ๊ธฐ์—…์˜ ์ž…์žฅ์—์„œ๋Š” ๋น ๋ฅธ ์˜์‚ฌ ๊ฒฐ์ •์„ ํ•  ์ˆ˜ ์žˆ์œผ๋ฉฐ ๊ธฐ์—…๊ฒฝ์Ÿ๋ ฅ์„ย ๊ฐ•ํ™” ์‹œํ‚ค๋Š” ๋ฐœํŒ์ด ๋  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค . ํ•˜๋ฃจ๊ฐ€ ๋‹ค๋ฅด๊ฒŒ ๋ณ€ํ•˜๋Š” ๊ธฐ์—…ํ™˜๊ฒฝ์— ์†์‰ฝ๊ฒŒ ์‹ ์†ํ•˜๊ฒŒ ๋Œ€์‘ํ• ์ˆ˜ ์žˆ์œผ๋ฉฐ ์œ ์ง€๋ณด์ˆ˜ ๋น„์šฉ์ด ์ ˆ๊ฐ๋ฉ๋‹ˆ๋‹ค . ๋น„์ฆˆ๋‹ˆ์Šค ์ •๋ณด๋ฅผ ์ˆ˜์ง‘ํ•˜๋Š”๋ฐ ํ•„์š”ํ•œ ์‹œ๊ฐ„์ด ์ตœ์†Œํ™” ๋จ์œผ๋กœ์จ ์šด์˜ ๋น„์šฉ๊นŒ์ง€ ์ ˆ๊ฐํ•˜๋Š” ํšจ๊ณผ๋ฅผ ๊ฐ€์ ธ๋‹ค ์ค„ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค .
  5. BIย  ์‹œ์žฅ์— ์ฐธ์—ฌํ•˜๊ณ  ์žˆ๋Š” ์—…์ฒด๋“ค์€ ๋‹ค์–‘ํ•œ ์˜์—ญ์— ๊ฑธ์ณ ์žˆ๋Š”๋ฐ์š” . ์ „์‚ฌ์  ์ž์›๊ด€๋ฆฌย  (ERP),ย  ๋ฐ์ดํ„ฐ๋ฒ ์ด์Šค๊ด€๋ฆฌ์‹œ์Šคํ…œ (DBMS),OLAP,ETL, ๊ธฐ์—…์„ฑ๊ณผ๊ด€๋ฆฌ (CPM) ๋“ฑ ์ด ์žˆ์Šต๋‹ˆ๋‹ค . ์ตœ๊ทผ์—๋Š”ย ํ†ตํ•ฉํ”Œ๋ ›ํผย ์ „๋žต์„ ๊ฐ•ํ™”ํ•˜๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค . ์ผ๋ฐ˜์ ์œผ๋กœย  DW ์šฉ ์ €์žฅ์†Œ ์—ญํ• ์„ ํ•˜๋Š”ย  DBMS ๋ถ„์„์„ ์œ„ํ•œย  OLAP ๋ณต์žกํ•œ ์—ฐ๊ด€๊ด€๊ณ„๋ฅผย ๋„์ถœํ• ๋•Œย ์‚ฌ์šฉํ•˜๋Š”ย ๋ฐ์ดํ„ฐ๋งˆ์ด๋‹ DW ๊ตฌ์ถ• ๋ฐ ๊ด€๋ฆฌ๋ฅผ ์œ„ํ•œย  ETL( ๋ฐ์ดํ„ฐ ์ถ”์ถœ , ๋ณ€ํ˜• , ์ ์ œ ) ๋ฐ ๋ฉ”ํƒ€๋ฐ์ดํ„ฐ ๊ตฌ์ถ• ํˆด ๋“ฑ์„ ํ†ตํ•ฉํ•œ ๊ฒƒ์ด ๋ฐ”๋กœย  BI ํ”Œ๋ ›ํผ์ด๋ผ๊ณ ย ๋ถˆ๋ฆฝ๋‹ˆ๋‹ค .
  6. Hidden Slide: use as needed, but be sure to update the statistics, number of employees, management team, etc!
  7. BI ์‹œ์žฅ์˜ ๋ฒค๋”๋“ค์„ ์‚ดํŽด๋ณด๊ฒ ์Šต๋‹ˆ๋‹ค .
  8. ๊ฐ€ํŠธ๋„ˆ์˜ ๋งค์ง ์ฟผ๋”๋ŸฐํŠธ ๋ณด๊ณ ์„œ BI ๋ถ€๋ถ„์ž…๋‹ˆ๋‹ค . ์™ผ์ชฝ์ด 2010 ๋…„์ด๊ณ  ์˜ค๋ฅธ์ชฝ์ด 2011 ๋…„ ๋ฐ์ดํ„ฐ์ธ๋ฐ์š” . 2010 ๋…„ 2011 ๋…„ ๋น„๊ต์„ค๋ช… ํด๋ฆญ๋ทฐ ๋น„์ „๊ณผ ์‚ฌ์—…์ˆ˜ํ–‰๋Šฅ๋ ฅ ์–‘์ชฝ ๋‹ค ์šฐ์ˆ˜ leader ์‚ฌ์—…์ˆ˜ํ–‰๋Šฅ๋ ฅ ์šฐ์ˆ˜ ๋น„์ „์ด ์ข‹์ง€ ์•Š์€ challenger ํ˜„์žฌ๊นŒ์ง€์˜ ์‚ฌ์—… ์ˆ˜ํ–‰ ๋Šฅ๋ ฅ์€ ๋‚ฎ์ง€๋งŒ ์ž ์žฌ๋ ฅ์ด ์žˆ์–ด ์„ฑ์žฅ ๊ฐ€๋Šฅ์„ฑ์ด ๋†’์€ visionaries ๋งค์ง ์ฟผ๋“œ๋ŸฐํŠธ์— ์ฒ˜์Œ ๋‚˜์˜ค๊ฒŒ๋˜๋Š” ๊ฒ€์ฆ ๋˜์ง€ ์•Š๋Š” ๋ฒค๋”
  9. Hidden Slide: use as needed, but be sure to update the statistics, number of employees, management team, etc!
  10. ํด๋ฆญ๋ทฐ์— ๋Œ€ํ•œ ์„ธ๊ณ„์ ์ธ IT ๋ถ„์•ผ ์ „๋ฌธ ๋ฆฌ์„œ์น˜ ๊ธฐ์—…์ธ ๊ฐ€ํŠธ๋„ˆ ๋งค์ง์ฟผ๋“œ๋ŸฐํŠธ ๋ณด๊ณ ์„œ์— ์˜ํ•˜๋ฉด BI ์–ดํ”Œ๋ฆฌ์ผ€์ด์…˜ ๊ฐœ๋ฐœ์„ ์œ„ํ•ด BI ํ”Œ๋žซํผ์„ ์ฐพ๊ณ  ์žˆ๋Š” ๊ธฐ์—…๋“ค์€ QlikTech ๋ฅผ ๋ฉ”์ธ ์†Œํ”„ํŠธ์›จ์–ด๋ฒค๋”๋กœ ๊ณ ๋ คํ•ด์•ผํ•œ๋‹ค . ์‹œ์žฅ ๋‚ด์—์„œ ๊ฐ€์žฅ ๋›ฐ์–ด๋‚œ ์„ฑ๋Šฅ์„ ๋ณด์œ ํ•œ BI ํ”Œ๋ ›ํผ์ด๋‹ค . ํด๋ฆญ๋ทฐ์˜ ์•„ํ‚คํ…์ณ๋Š” ๋งค์šฐ ๋†’์€ ๊ณ ๊ฐ ๋งŒ์กฑ๋„๋ฅผ ๋ณด์žฅํ•œ๋‹ค . ๋น„์ฆˆ๋‹ˆ์Šค ์œ ์ €๋“ค์ด IT ๋ถ€์„œ์˜ ๋„์›€ ์—†์ด๋„ ์Šค์Šค๋กœ ์†”๋ฃจ์…˜์„ ๊ตฌ์ถ•ํ•˜๋Š” ๊ฒƒ์„ ๊ฐ€๋Šฅํ•˜๊ฒŒ ํ•œ๋‹ค . 2011 ๋…„ BI ํ”Œ๋žซํผ ๋ถ„์•ผ์—์„œ ๋งค์ง ์ฟผ๋“œ๋ŸฐํŠธ ๋ณด๊ณ ์„œ์— ๋ฆฌ๋”๋กœ ์„ ์ • . ํด๋ฆญํ…Œํฌ๋Š” BI ๋ฉ”์ธ ์†Œํ”„ํŠธ์›จ์–ด ๋ฒค๋”์˜ ์—ญ๋Ÿ‰์„ ๊พธ์ค€ํžˆ ์ฆ๋ช…ํ•˜์˜€๊ธฐ ๋•Œ๋ฌธ์— ๋ฆฌ๋”์—…์ฒด๋กœ ์„ ์ • ์ ์  ๋” ๋งŽ์€ ๊ณ ๊ฐ๋“ค์ด ์ข€ ๋” ์‚ฌ์šฉํ•˜๊ธฐ ์‰ฌ์šด Data Discovery ํˆด์„ ์„ ํƒํ•˜์—ฌ BI ์— ์ ‘๊ทผ์„ ์‚ฌ์šฉ์ž ์ค‘์‹ฌ์œผ๋กœ ํ•œ ์ „ํ˜•์ ์ธ ๊ธฐ์—…์ด๋‹ค . ๋งŽ์€ ๊ณ ๊ฐ ์ฆ๊ฐ€ , ์ง€์†์ ์ธ ๊ธฐ์—…์˜ ์„ฑ์žฅ , ๋‚˜์Šค๋‹ฅ ์ƒ์žฅ ์„ฑ๊ณต ๋“ฑ์—์„œ ๊ทธ๋Ÿฌํ•œ ์ฆ๊ฑฐ๋ฅผ ํ™•์ธ ํ•  ์ˆ˜ ์žˆ๋‹ค . ํด๋ฆญํ…Œํฌ ๊ณ ๊ฐ์˜ 75% ์ด์ƒ์ด ์‰ฌ์šด ์‚ฌ์šฉ์„ฑ ๋•Œ๋ฌธ์— ํด๋ฆญ๋ทฐ๋ฅผ ์„ ํƒํ•˜์˜€์œผ๋ฉฐ ๋งค์ง ์ฟผ๋“œ๋ŸฐํŠธ ๋ฆฌ๋”๋กœ ์„ ์ •๋œ ๋‹ค๋ฅธ ํšŒ์‚ฌ์˜ ๊ทธ ์–ด๋–ค ์ œํ’ˆ๋“ค๋„ 75% ์ด์ƒ ์„ ํƒ๋ฐ›์ง€๋Š” ๋ชปํ–ˆ์Šต๋‹ˆ๋‹ค . ์ด๋ ‡๊ฒŒ ๋†’์€ ์„ ํƒ์„ ๋ฐ›์€ ํšŒ์‚ฌ๋Š” ์˜ค์ง ํด๋ฆญํ…Œํฌ๋ฟ์ž…๋‹ˆ๋‹ค . ํด๋ฆญ๋ทฐ๋Š” ์‰ฌ์šด์‚ฌ์šฉ , ๋ฒค๋” ์„ฑ๊ณต๋ฅ  , ๋น„์ฆˆ๋‹ˆ์Šค ๊ฒฐ๊ณผ ํ•ญ๋ชฉ์—์„œ ์„ค๋ฌธ์กฐ์‚ฌ์˜ ์ตœ๊ณ  ์ ์ˆ˜๋ฅผ ๋ฐ›์•˜์Šต๋‹ˆ๋‹ค ๊ธ€๋กœ๋ฒŒ ๊ธฐ์—…๋“ค์ด ํด๋ฆญ๋ทฐ๋ฅผ ์„ ํƒํ•˜๊ณ  ์žˆ์œผ๋ฉฐ 53% ๊ณ ๊ฐ์ด BI ํ‘œ์ค€์œผ๋กœ ๊ณ ๋ คํ•˜๊ณ ์žˆ๋‹ค .
  11. ํด๋ฆญ๋ทฐ๋ž€ ์–ด๋–ค ๋น„์ฆˆ๋‹ˆ์Šค ์ฟผ๋ฆฌ์—๋„ ๋‹ตํ•  ์ˆ˜ ์žˆ๋Š” ์ƒํ˜ธ์ž‘์šฉ ์–ดํ”Œ๋ฆฌ์ผ€์ด์…˜ ๊ตฌ์ถ•์— ํ•„์š”ํ•œ ์™„๋ฒฝํ•œ BI ํˆด๋กœ์„œ ์ž์ฒด ์™„๋น„๋œ ๋น„์ฆˆ๋‹ˆ์Šค ๋””์Šค์ปค๋ฒ„๋ฆฌ ํ”Œ๋žซํผ์ž…๋‹ˆ๋‹ค . ์„œ๋กœ ๋‹ค๋ฅธ ๋‹ค์–‘ํ•œ ๋ฐ์ดํ„ฐ ์ €์žฅ์†Œ๋กœ๋ถ€ํ„ฐ ๋น ๋ฅด๊ณ  ์‰ฝ๊ฒŒ ๋ฐ์ดํ„ฐ ํ†ตํ•ฉ , ๋ณ€ํ™˜ , ์ •์ œ , ์ ์žฌ๊ฐ€ ๊ฐ€๋Šฅํ•œ ETL ์ฆ‰ ๋น ๋ฅด๊ณ  ์œ ์—ฐํ•œ ๋ฉ”๋ชจ๋ฆฌ ๊ธฐ๋ฐ˜ ๋ฐ์ดํ„ฐ ์ €์žฅ์†Œ (In-Momory Data store) ์ž…๋‹ˆ๋‹ค . ์ปดํ“จํ„ฐ ๋ฉ”๋ชจ๋ฆฌ๋Š” ํ•˜๋“œ๋””์Šคํฌ๋ณด๋‹ค ์ˆ˜์ฒœ๋ฐฐ ๋น ๋ฅด๊ธฐ ๋•Œ๋ฌธ์— ๋‹ค์–‘ํ•œ ์ €์žฅ์†Œ์—์„œ ์ •๊ตํ•œ ๋ถ„์„์„ ํ•˜๋ฉด์„œ๋„ ๋ถ€ํ•˜์— ๋ฌธ์ œ์—†์ด ์ „์„ธ๊ณ„์—์„œ ์—ฐ๊ฒฐ๋œ ๋™์‹œ ์‚ฌ์šฉ์ž๋“ค์—๊ฒŒ ๋น ๋ฅด๊ณ  ์•ˆ์ •์ ์ธ ์„œ๋น„์Šค๊ฐ€ ๊ฐ€๋Šฅํ•˜๋„๋ก ํ•ฉ๋‹ˆ๋‹ค . ๋˜ํ•œ ๋ฏธ๋ฆฌ ์ค€๋น„๋œ ๋ฐ์ดํ„ฐ ( ๋งˆํŠธ , ํ๋ธŒ ) ๋ฅผ ์ œ๊ณตํ•˜๊ธฐ ๋•Œ๋ฌธ์— ๊ธฐ์กด ๋””์Šคํฌ๋‚˜ ์ฟผ๋ฆฌ ๊ธฐ๋ฐ˜ BI ์ œํ’ˆ ์†๋„ ๋Š๋ฆผ์˜ ๋ฌธ์ œ์ ์„ ์ œ๊ฑฐํ•ฉ๋‹ˆ๋‹ค . ํด๋ฆญใ…‚๋ทฐ๋Š” ๋Œ€๊ทœ๋ชจ ๊ธฐ์—…์€ ๋ฌผ๋ก  ์†Œ๊ทœ๋ชจ ๊ธฐ์—…์—์„œ ์ค‘์š”ํ•œ ์‚ฌ์—…๋ฌธ์ œ๋ฅผ ํ•ด๊ฒฐํ•˜๋Š”๋ฐ ํฐ ๋„์›€์„ ์ฃผ๊ณ  ์žˆ๋‹ค . 100 ๊ฐœ ์ด์ƒ์˜ ๊ตญ๊ฐ€์— 22000 ๊ฐœ ์ด์ƒ์˜ ๊ธฐ์—…์—์„œ ์‚ฌ์šฉํ•˜๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค . ํด๋ฆญ๋ทฐ๋ฅผ ์‚ฌ์šฉํ•˜๊ณ  ์žˆ๋Š” ๊ธ€๋กœ๋ฒŒ ๊ธฐ์—…์œผ๋กœ๋Š” 3M, Shell, ๊ฒŒํ† ๋ ˆ์ด ๋ณด๋”ํฐ ๋งจ์ฒด์Šคํ„ฐ ์œ ๋‚˜์ดํ‹ฐ๋“œ์˜ ๋ฉ”์ธ์Šคํฐ์„œ๋กœ ์•Œ๋ ค์ง„ AON ๋“ฑ์ด ์žˆ๋‹ค . IT ๋ถ„์•ผ ๋ฆฌ์„œ์น˜ ์„ค๋ฌธ์—…์ฒด์ธ ๊ฐ€ํŠธ๋„ˆ์™€ ๋…๋ฆฝ์ ์ธ ์—ฐ๊ตฌ์กฐ์‚ฌ์—…์ฒด์ธ BARC ์—์„œ BI ํ”Œ๋žซํผ ์‚ฌ์šฉ์ž ์„ค๋ฌธ์กฐ์‚ฌ์—์„œ ์‰ฌ์šด ์‚ฌ์šฉ๋ถ€๋ถ„ , KPI ์‹ค์  ๊ธฐ๋ก๋ถ€๋ฌธ , ๋Œ€์‹œ๋ณด๋“œ ๋งŒ์กฑ๋„ ๋ฐ ํ™œ์šฉ๋„ ๋ถ€๋ถ„ , ๊ณ ๊ฐ ์ถฉ์„ฑ๋„ ๋ถ€๋ถ„ , ์ถ”๊ฐ€ ๊ตฌ์ž…์˜ํ–ฅ , ์งˆ์˜ ์„ฑ๋Šฅ ๋ถ€๋ถ„์—์„œ 1 ์œ„๋ฅผ ์ฐจ์ง€ ํ•˜์˜€๋‹ค .
  12. qlikView ๋Š” ๋ชจ๋“  ๊ธฐ๋Šฅ์„ ๋ฉ”๋ชจ๋ฆฌ์—์„œ ์ฒ˜๋ฆฌํ•˜๊ธฐ ๋•Œ๋ฌธ์— ํ•˜๋“œ๋””์Šคํฌ๋ณด๋‹ค ๋น ๋ฅด๊ณ  ์•ˆ์ •์ ์ธ ์„ฑ๋Šฅ์„ ๋ณด์žฅํ•˜๋ฉฐ ๋ถ€ํ•˜์— ๊ฑธ๋ฆด ๋ฌธ์ œ๊ฐ€ ์—†์Šต๋‹ˆ๋‹ค . ๊ธฐ์กด์˜ ์ •์ ์ธ ๋ฐ์ดํ„ฐ ( ๋ฐ์ดํ„ฐ ๋งˆํŠธ , OLAP ํ๋ธŒ ) ์™€๋Š” ๋‹ค๋ฅด๊ฒŒ ๋ช‡ ๋ฒˆ์— ํด๋ฆญ๋งŒ์œผ๋กœ ์—ฐ๊ด€๋ถ„์„์ด ๊ฐ€๋Šฅํ•ฉ๋‹ˆ๋‹ค . ์ธ๋ฉ”๋ชจ๋ฆฌ์˜ ์žฅ์ ์œผ๋กœ๋Š” ๋Œ€๋ถ€๋ถ„ 30 ์ผ ์ด๋‚ด์— ํ•˜๋‚˜์˜ ํ”„๋กœ์ ํŠธ๋ฅผ ์™„๋ฃŒํ•  ์ˆ˜ ์žˆ์„ ์ •๋„๋กœ ๋น ๋ฅธ ๊ตฌ์ถ•์ด ๊ฐ€๋Šฅํ•˜๋‹ค๋Š” ์ ์ด๊ณ  ๋‘˜์งธ๋กœ ์ „๋ฌธ์ ์ธ ๊ต์œก์—†์ด ํด๋ฆญ๋งŒ์œผ๋กœ ์–ดํ”Œ๋ฆฌ์ผ€์ด์…˜์˜ ์‚ฌ์šฉ์ด ๊ฐ€๋Šฅํ•ฉ๋‹ˆ๋‹ค . ๋˜ํ•œ ์ˆ˜์ฒœ๋ช…์˜ ์‚ฌ์šฉ์ž๋“ค์ด ๋™์‹œ๋‹ค๋ฐœ์ ์œผ๋กœ ์ˆ˜์‹ญ์–ต๊ฐœ์˜ ๋ฐ์ดํ„ฐ์— ์ ‘๊ทผํ•˜๋”๋ผ๋„ ์ฆ‰๊ฐ์ ์œผ๋กœ ์‘๋‹ตํ•œ๋‹ค๋Š” ์žฅ์ ์ด์žˆ์Šต๋‹ˆ๋‹ค . ์ €๋น„์šฉ๊ณผ ์งง์€ ๊ตฌ์ถ•์‹œ๊ฐ„์€ ROI( ํˆฌ์ž์ˆ˜์ต๋ฅ  ) ๋ฅผ ๋ณด์žฅํ•ฉ๋‹ˆ๋‹ค .
  13. ๊ธฐ์กด BI ์•„ํ‚คํ…์ฒ˜์—์„œ๋Š” ๋‹จ 31% ์˜ ์„ฑ๊ณต๋ฅ ์„ ๋ณด์ž…๋‹ˆ๋‹ค . โ€“ ์—ฌ๊ธฐ์—์„œ ๋ฐœํ‘œ์ž๋Š” โ€œ์™œ ๊ทธ๋Ÿด๊นŒ์š” ?โ€ ๋ผ๊ณ  ์งˆ๋ฌธ์„ ์žฌ๊ธฐํ•ด์•ผ ํ•ฉ๋‹ˆ๋‹ค . ๊ธฐ์กด ์•„ํ‚คํ…์ฒ˜๋Š” 20 ๋…„ ๋ณด๋‹ค ์˜ค๋ž˜๋œ ๊ทธ ๋‹น์‹œ์— ์ตœ์„ ์ด์—ˆ๋˜ ๊ธฐ์ˆ ์„ ๊ธฐ๋ฐ˜์œผ๋กœ ํ•˜๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค . ๋ฆฌํฌํŒ… ํˆด๋“ค์˜ ๊ธฐ๋ฐ˜ ๊ตฌ์กฐ๋Š” ๊ทธ ํˆด๋“ค์ด ํ†ตํ•ฉํ•˜๊ฑฐ๋‚˜ ํ†ตํ•ฉํ•˜์ง€ ๋ง์•„์•ผ ํ–ˆ๋˜ ์ด์ข…์˜ ์–ธ์–ด , ์ด์ข…์˜ ํ”Œ๋žซํผ , ์„œ๋กœ ๋‹ค๋ฅธ ๊ธฐ์ˆ ๋“ค๋กœ ์ธํ•ด ๋งค์šฐ ๋ณต์žกํ•ฉ๋‹ˆ๋‹ค . ๊ทธ๋ž˜์„œ ๊ฑฐ๊ธฐ์—๋Š” ์ „ํ†ต์ ์ธ ๋ฐฉ์‹์˜ BI ์—์„œ ๊ธฐ์ธํ•˜๋Š” ๋น„์šฉ์ด ์žˆ์—ˆ์Šต๋‹ˆ๋‹ค . ๊ทธ ๋ฟ ์•„๋‹ˆ๋ผ , ETL ํˆด , ์„ธ์‹ฌํ•œ ๊ด€๋ฆฌ๊ฐ€ ํ•„์š”ํ•œ ๋ฐ์ดํ„ฐ์›จ์–ดํ•˜์šฐ์Šค , ํ๋ธŒ , ๋์œผ๋กœ ํ”„๋ŸฐํŠธ๋ฅผ ๋‹ด๋‹นํ•˜๋Š” ๋Œ€์‰ฌ๋ณด๋“œ๋‚˜ ๋ฆฌํฌํŒ… ํˆด์— ์—ฐ๊ฒฐํ•˜๋Š” ๊ฒƒ์œผ๋กœ๋ถ€ํ„ฐ ๊ธฐ์ธํ•˜๋Š” ๊ณ ํ†ต์˜ ( ์–ธ๊ธ‰๋œ ํ”„๋กœ์„ธ์Šค์˜ ) ์‚ฌ์Šฌ์ด ์กด์žฌํ–ˆ์Šต๋‹ˆ๋‹ค . ์ด๋Ÿฐ ํ†ตํ•ฉ์€ ๋งŽ์€ ๋น„์šฉ๊ณผ ๋ณต์žก์„ฑ์„ ๋ฐœ์ƒ์‹œ์ผฐ๊ณ  , ๋˜ํ•œ ๊ธฐ์—… ์ „์ฒด์˜ ์ผ๋ถ€๋งŒ์„ ๋ถ„์„ํ•  ์ˆ˜ ์žˆ์—ˆ์Šต๋‹ˆ๋‹ค . ์ƒ๊ฐ๋‚˜๋Š” ๋‹ค์Œ ์งˆ๋ฌธ์€ ๋ฌด์—‡์ž…๋‹ˆ๊นŒ ? ( ์ƒˆ๋กœ์šด ๋น„์ฆˆ๋‹ˆ์Šค ์งˆ๋ฌธ์ด ๋ฐœ์ƒํ•  ๊ฒฝ์šฐ ) ์ดˆ๊ธฐ ํ๋ธŒ์— ํฌํ•จ๋˜์ง€ ์•Š์•˜๋˜ ๋ฐ์ดํ„ฐ (dimension) ๋•Œ๋ฌธ์— ๊ทธ ๋ฐ์ดํ„ฐ๋ฅผ ํŒŒ์•…ํ•˜๊ณ  ํ๋ธŒ๋ฅผ ์žฌ๊ตฌ์ถ•ํ•˜๊ธฐ ์œ„ํ•ด ์‚ฌ์Šฌ์˜ ๋ชจ๋“  ํ”„๋กœ์„ธ์Šค๋ฅผ ๋ฐ˜๋ณตํ•ด์•ผ๋งŒ ํ•ฉ๋‹ˆ๋‹ค . ๊ทธ ๊ณผ์ •์€ ์ˆ˜ ์ฃผ๊ฐ€ ๊ฑธ๋ฆฌ ์ˆ˜ ์žˆ๊ณ  , IT ๋ถ€์„œ์— ๊ทธ๋Ÿฐ ์š”์ฒญ์ด ๋งŽ์œผ๋ฉด ๋งŽ์„ ์ˆ˜๋ก ๋” ์˜ค๋ž˜ ๊ฑธ๋ ค ์ˆ˜๊ฐœ์›”์ด ๊ฑธ๋ฆด ์ˆ˜๋„ ์žˆ์Šต๋‹ˆ๋‹ค . ๊ทธ๋กœ ์ธํ•œ ๊ฒฐ๊ณผ ํ†ต๊ณ„๋Š” ๊ตฌ์ถ•๊ณผ ์œ ์ง€๋ฅผ ์œ„ํ•œ ์—ฐ๊ฐ„ ์†Œํ”„ํŠธ์›จ์–ด ๋น„์šฉ 110 ๋งŒ ๋‹ฌ๋Ÿฌ , 17 ๊ฐœ์›”์˜ ์ „๊ฐœ ( ๋ฐฐ์น˜ , ์ ์šฉ ๋˜๋Š” ๊ตฌ์ถ• ) ๊ธฐ๊ฐ„ , ์˜๋ฌธ์˜ ํŒŒ์ƒ ๊ฐ€์น˜ ์ž…๋‹ˆ๋‹ค .
  14. ๋งˆ์ง€๋ง‰์œผ๋กœ , ์‚ฌ์šฉ์ž๊ฐ€ ์ž์‹ ์˜ ๋ฐ์ดํ„ฐ๋ฅผ ๋ณ€๊ฒฝํ•  ๋•Œ๋งˆ๋‹ค ์ด ํ”„๋กœ์„ธ์Šค์˜ ์ฒ˜์Œ์œผ๋กœ ๋˜๋Œ์•„ ๊ฐ€์•ผ ํ•ฉ๋‹ˆ๋‹ค . ์ผ๋ฐ˜์ ์œผ๋กœ ์‚ฌ์šฉ์ž๊ฐ€ ๋ฐ์ดํ„ฐ๋ฅผ ์กฐ์ž‘ํ•  ๋•Œ๋งˆ๋‹ค ๋„คํŠธ์›Œํฌ ์—ฐ๊ฒฐ ๋ฐ์ดํ„ฐ๋ฒ ์ด์Šค์™€ ํ•˜๋“œ ๋“œ๋ผ์ด๋ธŒ์—์„œ ๊ฐ ๋‹จ๊ณ„๊ฐ€ ๋ฐ˜๋ณต๋˜์–ด์•ผ ํ•˜๊ธฐ ๋•Œ๋ฌธ์— ์˜ˆ์ธก ๋ถˆ๊ฐ€๋Šฅํ•œ ์„ฑ๋Šฅ ์ €ํ•˜๊ฐ€ ๋ฐœ์ƒํ•ฉ๋‹ˆ๋‹ค . ๋ณด์‹œ๋‹ค์‹œํ”ผ , ์—ฌ๊ธฐ์—์„œ ์ „ํ†ต์ ์ธ BI ์™€ QlikView ์‚ฌ์ด์— ์ปค๋‹ค๋ž€ ์ฐจ์ด๊ฐ€ ์žˆ์Šต๋‹ˆ๋‹ค . ์—ฌ๋Ÿฌ ํšŒ์‚ฌ๋“ค๋„ ์ด ์ฐจ์ด์ ์„ ์ธ์‹ํ•˜๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค .
  15. QlikView ๋Š” ๋‹ค์–‘ํ•œ ๋ฐ์ดํ„ฐ ์†Œ์Šค ( ์ €์žฅ์†Œ ) ๋ฅผ ์—ฐ๊ฒฐํ•˜์—ฌ ๋ถ„์„ํ•  ์ˆ˜ ์žˆ๊ฒŒ ํ•  ๋ฟ๋งŒ ์•„๋‹ˆ๋ผ ๋ฐ์ดํ„ฐ์›จ์–ดํ•˜์šฐ์Šค์™€ ๊ธฐ์กด BI ์ ‘๊ทผ ๋ฐฉ์‹์—์„œ ๋ณต์žกํ•จ๊ณผ ๋น„์šฉ์„ ๋”ํ–ˆ๋˜ ๋ฏธ๋ฆฌ ๊ณ„์‚ฐ๋œ ๋ฐ์ดํ„ฐ โ€œํ๋ธŒโ€์˜ ํ•„์š”์„ฑ์„ ์ œ๊ฑฐํ•ฉ๋‹ˆ๋‹ค . ๋Œ€์‹ ์— QlikView ๋Š” ๋ถ„์„ํ•˜๋Š” ๋™์•ˆ ์„ ํƒ๋œ ๋ฐ์ดํ„ฐ , ์„ ํƒ๋œ ๋ฐ์ดํ„ฐ์™€ ์—ฐ๊ด€๋œ ๋ฐ์ดํ„ฐ , ๊ทธ๋ฆฌ๊ณ  ์ œ์™ธ๋œ ( ๊ด€๊ณ„์—†๋Š” ) ๋ฐ์ดํ„ฐ ๊ฐ๊ฐ์„ ์„œ๋กœ ์—ฐ๊ฒฐํ•˜์—ฌ ์—ฐ๊ด€ ( ๊ฒฐํ•ฉ ) ๋ฐ์ดํ„ฐ ๋ชจ๋ธ์„ ๊ตฌ์ถ•ํ•ฉ๋‹ˆ๋‹ค . ์‚ฌ๋žŒ์€ ๋ˆˆ์— ๊ทธ๋ ค์ง€๋Š” ์ƒํ˜ธ ๊ต๋ฅ˜๋ฅผ ๊ฐ€์ง€๋Š” ์—ฐ๊ด€ ( ์‚ฌ๊ณ ์˜ ์—ฐ๊ฒฐ ๋ง ) ๊ตฌ์ถ•์„ ํ†ตํ•ด ๋น„์„ ํ˜• ( ๊ทธ๋ฌผ๋ง์— ๊ฐ€๊น๋‹ค ) ์œผ๋กœ ์‚ฌ๊ณ ํ•˜๊ธฐ ๋•Œ๋ฌธ์— , ์—ฐ๊ด€์€ ์‚ฌ๋žŒ์ด ์ƒ๊ฐํ•˜๋Š” ๋ฐฉ์‹๊ณผ ์ข€๋” ๊ฐ€๊น๊ฒŒ ๋ฐ˜์˜ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค . ๊ทธ๋Ÿฌ๋ฏ€๋กœ QlikView ๋Š” ์ „๋ก€์—†๋Š” ๊ฐ•๋ ฅํ•จ๊ณผ ๋‹จ์ˆœํ•œ ํŠน์ง•์„ ์ง€๋‹ˆ๋ฉฐ , ๊ตฌ์ถ• ๋น„์šฉ , ์ „๊ฐœ ์†๋„ , ์œ ์—ฐ์„ฑ , ์œ ์šฉ์„ฑ , ๊ทธ๋ฆฌ๊ณ  ๊ถ๊ทน์ ์ธ ๊ฐ€์น˜์˜ ์ˆ˜์น˜ ( ์ด์ „ ํŽ˜์ด์ง€์˜ ๊ธฐ์กด BI ์™€ ๋น„๊ตํ•˜์—ฌ ) ๋ฅผ ํ–ฅ์ƒ์‹œํ‚ต๋‹ˆ๋‹ค .
  16. ๊ทธ๋ ‡๋‹ค๋ฉด , ์ด๋Ÿฌํ•œ ํŠน์ง•์ด ์‚ฌ์šฉ์ž์—๊ฒŒ๋Š” ์–ด๋–ค ์˜๋ฏธ๊ฐ€ ์žˆ์„๊นŒ์š” ? ์‚ฌ์šฉ์ž๋“ค์€ Google ์ฒ˜๋Ÿผ ์‰ฝ๊ฒŒ , ๋ชจ๋“  ๋ฐ์ดํ„ฐ๋ฅผ ๊ฒ€์ƒ‰ํ•˜๊ณ  ๋ถ„์„ํ•  ์ˆ˜ ์žˆ๋‹ค๋Š” ์‚ฌ์‹ค์„ ์˜๋ฏธํ•ฉ๋‹ˆ๋‹ค . ๋™์‹œ์— ๋ชจ๋“  ์ •๋ณด๊ฐ€ ๋ฉ”๋ชจ๋ฆฌ์— ๋ณด๊ด€๋˜๊ธฐ ๋•Œ๋ฌธ์— ์‚ฌ์šฉ์ž๋“ค์€ ๋‹ค์–‘ํ•œ ์• ํ”Œ๋ฆฌ์ผ€์ด์…˜ , ์‹œ์Šคํ…œ , ์กฐ์ง , ์ง€์—ญ๋ณ„๋กœ ์กด์žฌํ•˜๋Š” ๋ฐ์ดํ„ฐ๋“ค ์‚ฌ์ด์˜ ์—ฐ๊ด€์„ฑ๊ณผ ๊ด€๋ จ์„ฑ์„ ์ฆ‰๊ฐ์ ์œผ๋กœ ๊ตฌ์ถ•ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค . ๋˜ํ•œ ์‹ค์‹œ๊ฐ„ ๋ฐ์ดํ„ฐ๋ฅผ ๋ฐ›์•„์„œ ์ฆ‰์‹œ ๋ถ„์„์„ ๋ณ€๊ฒฝํ•  ์ˆ˜๋„ ์žˆ์Šต๋‹ˆ๋‹ค . ์ด๋Ÿฌํ•œ ๋ชจ๋“  ํ™œ๋™๋“ค์€ ์‚ฌ์šฉ์ž๊ฐ€ IT ์˜ ์ง€์› ์—†์ด๋„ ์ˆ˜ํ–‰ ๊ฐ€๋Šฅํ•ฉ๋‹ˆ๋‹ค . QlikView ์˜ ๊ธฐ์ˆ ์€ ์‚ฌ์šฉ์ž๊ฐ€ ์ด๋Ÿฌํ•œ ๋ชจ๋“  ํ™œ๋™์„ ์ˆ˜ํ–‰ํ•  ์ˆ˜ ์žˆ๋„๋ก ๋…ํŠนํ•œ ๋Šฅ๋ ฅ์„ ๋ถ€์—ฌํ•ฉ๋‹ˆ๋‹ค . ์ด๋Ÿฌํ•œ ํŠน์„ฑ์€ ์ „ํ†ต์ ์ธ BI ์™€๋Š” ๋งค์šฐ ๋‹ค๋ฆ…๋‹ˆ๋‹ค . ์ „ํ†ต์ ์ธ BI ์˜ ๊ฒฝ์šฐ , ์‚ฌ์šฉ์ž๋Š” IT ์—์„œ ๋ฏธ๋ฆฌ ๊ฒฐ์ •ํ•œ ์ œํ•œ์ ์ธ ๋ฐ์ดํ„ฐ ์ง‘ํ•ฉ๋งŒ ์–ป์„ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค .
  17. ํด๋ฆญ๋ทฐ์™€ ์ „ํ†ต์ ์ธ BI ์†”๋ฅ˜์…˜๊ณผ๋Š” ์ฐจ์ด์ ์ด ์žˆ์Šต๋‹ˆ๋‹ค . ์ „ํ†ต์ ์ธ ์†”๋ฃจ์…˜์— ๊ฒฝ์šฐ ์‚ฌ์šฉ์ž ์š”๊ตฌ์‚ฌํ•ญ์ด ๋ฐœ์ƒํ•˜๋ฉด IT ๋ถ€์„œ๋Š” ์ฟผ๋ฆฌ ๋‚ด์ง€๋Š” OLAP ํ๋ธŒ๋ฅผ ๋งŒ๋“ค์–ด์„œ ๋Œ€์‹œ๋ณด๋“œ๋‚˜ ๋ณด๊ณ ์„œ๋ฅผ ๊ตฌ์ถ•ํ•ด์•ผํ•˜๋Š”๋ฐ ์ˆ˜์ฃผ๊ฐ€ ๊ฑธ๋ฆด์ˆ˜ ์žˆ์œผ๋ฉฐ ์‚ฌ์šฉ์ž ์š”์ฒญ์ด ๋งŽ์œผ๋ฉด ๋งŽ์„ ์ˆ˜๋ก ์ˆ˜๊ฐœ์›”์—์„œ ์ˆ˜๋…€์ด ๊ฑธ๋ฆด์ˆ˜๋„ ์žˆ์Šต๋‹ˆ๋‹ค . ๊ทธ๋กœ์ธํ•œ ๊ตฌ์ถ•๊ณผ ์œ ์ง€๋น„์šฉ์ด ๋งŽ์ด ๋ฐœ์ƒ๋ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค . ํ•˜์ง€๋งŒ ํด๋ฆญ๋ทฐ๋Š” ์ „ํ†ต์ ์ธ BI ์˜ ์ฒ˜๋ฆฌ๋ฐฉ์‹์„ ์ œ๊ฑฐํ•˜์—ฌ ๋น„์šฉ์„ ์ค„์ด๊ณ  ๋น ๋ฅธ ๊ฐœ๋ฐœ์„ ํ†ตํ•ด์„œ ๊ณ ๊ฐ์—๊ฒŒ ๋น ๋ฅธ ๋Œ€์‘์„ ํ•ฉ๋‹ˆ๋‹ค . ํด๋ฆญ๋ทฐ๋Š” ๋ฐ์ดํ„ฐ ์ถ”์ถœ , ์งˆ์˜ , ๋ถ„์„ , ์–ดํ”Œ๋ฆฌ์ผ€์ด์…˜ , ๋Œ€์‹œ๋ณด๋“œ , ๋ฆฌํฌํŠธ๋“ค์„ ํ•˜๋‚˜์˜ ์–ดํ”Œ๋ฆฌ์ผ€์ด์…˜์— ํ†ตํ•ฉํ•จ์œผ๋กœ์จ , ๋น„์ฆˆ๋‹ˆ์Šค ์‚ฌ์šฉ์ž ์ง€ํ–ฅ์ ์ด๋ฉฐ ๋ช‡๋ถ„์•ˆ์— ์ˆ˜์ •์ด ๊ฐ€๋Šฅํ•˜๊ณ  ํšจ์œจ์ ์ธ ์‚ฌ์šฉ์ด ๊ฐ€๋Šฅํ•ฉ๋‹ˆ๋‹ค .
  18. Hidden Slide: use as needed, but be sure to update the statistics, number of employees, management team, etc!