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CONTINUOUS AUDITING,
               CONTINUOUS MONITORING, AND
                                                                                     ]
             DATA ANALYTICS FOR AUDITING SAP
                                          R/3
                                                     MICHAEL BERARDI, MS-CIS, CISA
                                                      ASUG INSTALLATION MEMBER
                                                               MEMBER SINCE 2001

                                                     [ ANUP MAHESHWARI
                                                      ASUG ASSOCIATE MEMBER
                                                      MEMBER SINCE: 2008




                         [ SHERRYANNE MEYER
                          ASUG INSTALLATION MEMBER
[ AJAY VONKAREY           MEMBER SINCE: 2000
 ASUG ASSOCIATE MEMBER
 MEMBER SINCE: 1996
[ Michael Berardi




 Real Experience. Real Advantage.   2
[ SAP R/3 ENVIRONMENT AT ENERGIZER
 HOLDINGS INC.
  Eveready Battery Company
          Energizer and Eveready Batteries
          SWS Schick
          Playtex Products
  SAP R/3 v. 4.7
  Five instances of SAP R/3
          USA – two instances
                   Sales (HP & PC)
                   Manufacturing (HP)
          Europe
                   Sales (HP & PC)
                   Manufacturing (PC)
                   Human Resources/Payroll
 Real Experience. Real Advantage.             3
[ FRAUD                             OPPORTUNITY
 TRIANGLE




PRESSURE                                      RATIONALIZATION
 Real Experience. Real Advantage.                               4
[




          The only limits on what can be accomplished are the limits of
          your imagination, creativity and access to the data

          LIMITS OF DATA ANALYSIS,
          CONTINUOUS AUDITING
          AND MONITORING
    Real Experience. Real Advantage.                                      5
[ TERMS DEFINED




     DATA                                   Continuous   Continuous
                                    CAATS
    ANALYSIS                                 Auditing    Monitoring




 Real Experience. Real Advantage.
[ TOOLS

                                    SAP R/3 (SE16, SE17, SAP Queries)


                                    IDEA
                                    • Benford‟s Law toolkit

                                    ACL - http://www.acl.com
                                    • Desktop
                                    • Network version has evolved to Audit Exchange
                                    • Webinars – www.acl.com/findmoney


                                    Microsoft Access and Excel

 Real Experience. Real Advantage.
[ Data Analysis Tools Outside SAP R/3
  ACL
     Direct Link for SAP R/3
     ACL for the desktop
     Audit Exchange
     User Forums
     http://www.acl.com
  Idea (http://www.audimation.com)
     Pre-built analysis for fraud - http://www.audimation.com/datas.cfm
     Manufacturing applications
      http://www.audimation.com/applications/Manufacturing_Applications
      .pdf
  Microsoft (Ms) Access
  Ms Office
  Approva


 Real Experience. Real Advantage.
[     Approva BizRights
                                                      Collaboration Across
                                                   Business Users, IT and Audit

                                         Finance            Business                IT Managers      Internal & External
                                        Managers            Managers                                      Auditors




                                                                                                                           Pressure & Audit Costs
                                                                                                                           Increasing Regulatory
                                      Process Controls: Process Configuration, Transactions, Master Data, …
                  Multiple Controls




                                                                   Procure-to-Pay
                                                                   Order-to-Cash
                                                                   Financial Close
                                                                         Payroll



                                      Security Controls: Segregation of Duties, Sensitive Access…


                                      System Controls: Password Policies, Transport Policies…

                                                                People                            Legacy        Other
                                       SAP         Oracle        Soft              Hyperion        Apps         Apps




                                                            Multiple Applications
    Real Experience. Real Advantage.
[ LEARNING POINTS
           Why apply data analysis with SAP R/3?

           Understanding the benefits of data analysis,
           monitoring and continuous auditing

           A cookbook approach to data analytics


           Energizer Holdings success with continuous
           monitoring


            Pre-written continuous monitoring and
            auditing tools

 Real Experience. Real Advantage.                         10
WHY APPLY DATA ANALYSIS
[




Real Experience. Real Advantage.
[ BENEFITS OF DATA ANALYSIS
          R/3 is data rich, report opportunistic


          Testing the entire populations versus samples


          Data analysis increases effectiveness and
          efficiency


          Effective for working remotely or on-site


          Easier to share information electronically
          than via hardcopy reports

Real Experience. Real Advantage.
[ BENEFITS OF DATA ANALYSIS
 Benford‟s law – who can tell me what this is?




Real Experience. Real Advantage.
[ RETURN ON INVESTMENT
           • Payroll
             • SSN tests (invalid, duplicate, dead people)
             • Setting criteria for percent change from run to run
Continuous • Accounts Payable
Monitoring • Duplicate Payments
             • Unclaimed credits

          • Systems such as Approva or those you build yourself
            can identify unusual transactions that might avoid a
            fraudulent payment
          • Look for a series of split transactions, avoiding the
Continuous dollar cutoff for either no receipt or no approval
 Auditing   required



Real Experience. Real Advantage.                                     14
[ PAYROLL


  Ghost                             Expense            Reported
                                    reimbursement
  Employees                                            overtime
                                    • AP vendor bill   during slow
  • Invalid SSN                       and employee
  • No benefits                       reimbursemnt     period          Segregation
    or unusual                        through          • Authorized     of Duties
    items                             payroll check
                                                         overtime?       (SOD)
  • Dup Dir                           for expense
                                                       • Rounding up
    Deposit Info                                         hours?




 Real Experience. Real Advantage.                                                    15
[ ACCOUNTS PAYABLE

                             Duplicate payments &
                             vendor pre-payments

                                   Procurement
    Invoice to                                   Site draft to   Duplicate
                                      card to
      invoice                                     off-invoice     vendor
                                      invoice




Real Experience. Real Advantage.
[ ACCOUNTS PAYABLE (CONT.)
           LOOSE INVOICES (NO PO)


           Fictitious vendors


           Employee vendor accounts


           Duplicate freight charges


           Missed earned vendor discounts

 Real Experience. Real Advantage.           17
[ Revenue Leakage
                                                             • Unlimited No. copies per Co.
                                                             • No Expiration
                                     Evaluation Software     • Outstanding copies not
                                                               disabled upon purchase

                                                             • Trends –always same vendor(s)?
                                      Short Paid invoices    • Excessive rebates?



                                    Unauthorized discounts
                                       or credit notes?


                                        Price overrides




 Real Experience. Real Advantage.                                                               18
[ BEST PRACTICES

                                    Follow the SDLC
                                      process in the
                                      selection and       Include I.T. in the
                                     implementation            process
                                    of a data analytics
                                           tool


                                                          Follow the SDLC
                                    Allocate enough
                                                            process in the
                                    storage space on
                                                           creation of new
                                     the SAP server
                                                          queries, so as not
                                      for what the
                                                            to impact the
                                      selected tool
                                                             production
                                        produces
                                                              system(s)



 Real Experience. Real Advantage.                                               19
[ LEARNING POINTS




Real Experience. Real Advantage.
[ A DATA ANALYSIS APPROACH – DATA
 COOKBOOK
 Don‟t re-create the wheel every time you develop a new
 report

 Maintain a list of the tables and procedures followed


 Cookbook a catalogue of Recipes

 Recipes may reference existing R/3 reports or table sources
 and procedures to produce reports

 Sources of information on tables and the location of data
 exists both within R/3 and through internet resources
 Real Experience. Real Advantage.
[




          Using SharePoint to organize and store data analysis, continuous auditing
          and continuous monitoring „recipes‟ or procedures

          SHAREPOINT TOOL


    Real Experience. Real Advantage.                                                  22
[ AUDIT SITE WITH LINK TO COOKBOOK




 Real Experience. Real Advantage.    23
[




                               SHAREPOINT SITE USED FOR RECIPES
    Real Experience. Real Advantage.                              24
[




    Real Experience. Real Advantage.
[




    Real Experience. Real Advantage.
[




    Real Experience. Real Advantage.
[




    Real Experience. Real Advantage.
[




    Real Experience. Real Advantage.
[




    Real Experience. Real Advantage.
[




    Real Experience. Real Advantage.
[




    Real Experience. Real Advantage.
[




    Real Experience. Real Advantage.
[




    Real Experience. Real Advantage.
[




    Real Experience. Real Advantage.
[




    Real Experience. Real Advantage.
[ LEARNING POINTS




Real Experience. Real Advantage.
[ SAP R/3 Tables for testing
  According to ACL there are over 20,000 tables in SAP
   R/3
  The following are the top 20 Tables:
             BKPF - Financial Documents Header
             BSEG - Financial Document Items
             EKKO - Purchasing Document Header
             EKPO - Purchasing Document Item
             BSAD - Cleared Customer Invoices (paid)
             BSAK - Cleared Vendor Invoices (paid)




 Real Experience. Real Advantage.
[ SAP R/3 Tables for testing
             BSIS - General Ledger Accounts
             KNA1 - Customer Master (General Data)
             KNKK - Customer Master (Credit Data)
             KNVV - Customer Master (Sales Data)
             LFA1, LFB1, LFM1 - Vendor Master
             MARC - Material Master
             VBAK - Customer Orders - Header
             VBAP - Customer Orders - Items
             VBRK - Customer Invoices - Header
             VBRP - Customer Invoices - Items




 Real Experience. Real Advantage.
[ SAP R/3 Tables for testing
          DD02T - Table Titles
          TSTCT - Transaction Titles
  Create your own list of tables,
   transactions and reports you find
   useful
  Join ASUG Internal Controls SIG
   discussion groups to grow your
   knowledge

 Real Experience. Real Advantage.
[ Good Information Sources
  Google – http://www.google.com
  SAPGenie - http://www.sapgenie.com
  SAPGenie Table Diagrams
          http://www.sapgenie.com/abap/tables.htm#Finance%20Tables
  SAP Help on the Web - http://help.sap.com/
  SAP R/3 Application Help
          http://help.sap.com/saphelp_470/helpdata/EN/e1/8e51341a06084
           de10000009b38f83b/frameset.htm




 Real Experience. Real Advantage.
[ Good Information Sources
  ISACA
          http://www.isaca.org and select downloads for SAP ICQ & Audit
           Programs
          ISACA Bookstore for guides such as “Security, Audit and
           Control Features SAP R/3 A Technical and Risk Management
           Reference Guide”




 Real Experience. Real Advantage.
[ LEARNING POINTS




Real Experience. Real Advantage.
[ SAP R/3 transactions to facilitate data analysis
  Transactional access required
  Display only access
  Data Dictionary (SE11)
  Ability to view tables (SE16, SE17)
   Demonstration of Transaction Code SE16
  Using R/3 transactions to locate table data
   Demonstration of using Help - Technical Settings




 Real Experience. Real Advantage.
[




          SE11 – DATA DICTIONARY


    Real Experience. Real Advantage.   45
[


                                       Transaction SE11 to
                                       display data dictionary
                                       information




    Real Experience. Real Advantage.
[




    Real Experience. Real Advantage.
[




          SE16 – EXTRACTING FROM
          TABLE FIELDS

    Real Experience. Real Advantage.   48
[
         Transaction Code SE16
                        TCODE: SE16




    Real Experience. Real Advantage.
[
         Transaction Code SE16




    Real Experience. Real Advantage.
[
         Transaction Code SE16




    Real Experience. Real Advantage.
[
         Transaction Code SE16




    Real Experience. Real Advantage.
[
         Transaction Code SE16




    Real Experience. Real Advantage.
[




          HOW DO I FIND THE TABLE
          AND FIELD IN WHICH DATA
          RESIDES?
    Real Experience. Real Advantage.   54
[

                                       When working with the users....




     Click on the paper in the
     bottom left corner gives
     critical information such as
     Tcode

    Real Experience. Real Advantage.
[




So how do I find the source of
information?




    Real Experience. Real Advantage.
[ So how do I find the source of information?




 Real Experience. Real Advantage.
[ So how do I find the source of information?




 Real Experience. Real Advantage.
To save to a file on
[                                      your local hard drive
                                       follow this menu tree




    Real Experience. Real Advantage.
[ LEARNING POINTS




Real Experience. Real Advantage.
[ SAP Queries – Tcode SQ01




 Real Experience. Real Advantage.   61
[ Key Learning Points!
       Grow your knowledge of SAP R/3
                Discussion groups
                ASUG chapter meetings
                Locate training
       Find good sources of SAP R/3 information related to
        internal controls
       Start a cheat sheet of transactions, tables, programs and
        reports
       Start your own library of data extraction and analysis
        methods and reference them in the applicable internal
        controls test plans



 Real Experience. Real Advantage.
[



          Questions or Comments?

          THANKS,
          MICHAEL BERARDI
          MICHAELA.BERARDI@ENERGIZER.COM



    Real Experience. Real Advantage.       63
[
                                  Thank you for participating.
                                                         Please remember to complete and return your
                                                                  evaluation form following this session.
                                        For ongoing education on this area of focus, visit the Year-Round
                                                                Community page at www.asug.com/yrc
                                                                                                            ]
                                                               [   SESSION CODE:
                                                                   4506 – Data Analysis, Continuous
                                                                   Auditing and Monitoring




    Real Experience. Real Advantage.                                                                        64
[ IDEA by AUDIMATION




 Real Experience. Real Advantage.   65
[




    Real Experience. Real Advantage.   66
[




    Real Experience. Real Advantage.   67
[ http://www.slideshare.net/acc_shan/sap-hr-
 presentation-08052002-presentation




 Real Experience. Real Advantage.              68

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Continuous Auditing, Monitoring & Data Analytics

  • 1. CONTINUOUS AUDITING, CONTINUOUS MONITORING, AND ] DATA ANALYTICS FOR AUDITING SAP R/3 MICHAEL BERARDI, MS-CIS, CISA ASUG INSTALLATION MEMBER MEMBER SINCE 2001 [ ANUP MAHESHWARI ASUG ASSOCIATE MEMBER MEMBER SINCE: 2008 [ SHERRYANNE MEYER ASUG INSTALLATION MEMBER [ AJAY VONKAREY MEMBER SINCE: 2000 ASUG ASSOCIATE MEMBER MEMBER SINCE: 1996
  • 2. [ Michael Berardi Real Experience. Real Advantage. 2
  • 3. [ SAP R/3 ENVIRONMENT AT ENERGIZER HOLDINGS INC.  Eveready Battery Company  Energizer and Eveready Batteries  SWS Schick  Playtex Products  SAP R/3 v. 4.7  Five instances of SAP R/3  USA – two instances  Sales (HP & PC)  Manufacturing (HP)  Europe  Sales (HP & PC)  Manufacturing (PC)  Human Resources/Payroll Real Experience. Real Advantage. 3
  • 4. [ FRAUD OPPORTUNITY TRIANGLE PRESSURE RATIONALIZATION Real Experience. Real Advantage. 4
  • 5. [ The only limits on what can be accomplished are the limits of your imagination, creativity and access to the data LIMITS OF DATA ANALYSIS, CONTINUOUS AUDITING AND MONITORING Real Experience. Real Advantage. 5
  • 6. [ TERMS DEFINED DATA Continuous Continuous CAATS ANALYSIS Auditing Monitoring Real Experience. Real Advantage.
  • 7. [ TOOLS SAP R/3 (SE16, SE17, SAP Queries) IDEA • Benford‟s Law toolkit ACL - http://www.acl.com • Desktop • Network version has evolved to Audit Exchange • Webinars – www.acl.com/findmoney Microsoft Access and Excel Real Experience. Real Advantage.
  • 8. [ Data Analysis Tools Outside SAP R/3  ACL  Direct Link for SAP R/3  ACL for the desktop  Audit Exchange  User Forums  http://www.acl.com  Idea (http://www.audimation.com)  Pre-built analysis for fraud - http://www.audimation.com/datas.cfm  Manufacturing applications http://www.audimation.com/applications/Manufacturing_Applications .pdf  Microsoft (Ms) Access  Ms Office  Approva Real Experience. Real Advantage.
  • 9. [ Approva BizRights Collaboration Across Business Users, IT and Audit Finance Business IT Managers Internal & External Managers Managers Auditors Pressure & Audit Costs Increasing Regulatory Process Controls: Process Configuration, Transactions, Master Data, … Multiple Controls Procure-to-Pay Order-to-Cash Financial Close Payroll Security Controls: Segregation of Duties, Sensitive Access… System Controls: Password Policies, Transport Policies… People Legacy Other SAP Oracle Soft Hyperion Apps Apps Multiple Applications Real Experience. Real Advantage.
  • 10. [ LEARNING POINTS Why apply data analysis with SAP R/3? Understanding the benefits of data analysis, monitoring and continuous auditing A cookbook approach to data analytics Energizer Holdings success with continuous monitoring Pre-written continuous monitoring and auditing tools Real Experience. Real Advantage. 10
  • 11. WHY APPLY DATA ANALYSIS [ Real Experience. Real Advantage.
  • 12. [ BENEFITS OF DATA ANALYSIS R/3 is data rich, report opportunistic Testing the entire populations versus samples Data analysis increases effectiveness and efficiency Effective for working remotely or on-site Easier to share information electronically than via hardcopy reports Real Experience. Real Advantage.
  • 13. [ BENEFITS OF DATA ANALYSIS  Benford‟s law – who can tell me what this is? Real Experience. Real Advantage.
  • 14. [ RETURN ON INVESTMENT • Payroll • SSN tests (invalid, duplicate, dead people) • Setting criteria for percent change from run to run Continuous • Accounts Payable Monitoring • Duplicate Payments • Unclaimed credits • Systems such as Approva or those you build yourself can identify unusual transactions that might avoid a fraudulent payment • Look for a series of split transactions, avoiding the Continuous dollar cutoff for either no receipt or no approval Auditing required Real Experience. Real Advantage. 14
  • 15. [ PAYROLL Ghost Expense Reported reimbursement Employees overtime • AP vendor bill during slow • Invalid SSN and employee • No benefits reimbursemnt period Segregation or unusual through • Authorized of Duties items payroll check overtime? (SOD) • Dup Dir for expense • Rounding up Deposit Info hours? Real Experience. Real Advantage. 15
  • 16. [ ACCOUNTS PAYABLE Duplicate payments & vendor pre-payments Procurement Invoice to Site draft to Duplicate card to invoice off-invoice vendor invoice Real Experience. Real Advantage.
  • 17. [ ACCOUNTS PAYABLE (CONT.) LOOSE INVOICES (NO PO) Fictitious vendors Employee vendor accounts Duplicate freight charges Missed earned vendor discounts Real Experience. Real Advantage. 17
  • 18. [ Revenue Leakage • Unlimited No. copies per Co. • No Expiration Evaluation Software • Outstanding copies not disabled upon purchase • Trends –always same vendor(s)? Short Paid invoices • Excessive rebates? Unauthorized discounts or credit notes? Price overrides Real Experience. Real Advantage. 18
  • 19. [ BEST PRACTICES Follow the SDLC process in the selection and Include I.T. in the implementation process of a data analytics tool Follow the SDLC Allocate enough process in the storage space on creation of new the SAP server queries, so as not for what the to impact the selected tool production produces system(s) Real Experience. Real Advantage. 19
  • 20. [ LEARNING POINTS Real Experience. Real Advantage.
  • 21. [ A DATA ANALYSIS APPROACH – DATA COOKBOOK Don‟t re-create the wheel every time you develop a new report Maintain a list of the tables and procedures followed Cookbook a catalogue of Recipes Recipes may reference existing R/3 reports or table sources and procedures to produce reports Sources of information on tables and the location of data exists both within R/3 and through internet resources Real Experience. Real Advantage.
  • 22. [ Using SharePoint to organize and store data analysis, continuous auditing and continuous monitoring „recipes‟ or procedures SHAREPOINT TOOL Real Experience. Real Advantage. 22
  • 23. [ AUDIT SITE WITH LINK TO COOKBOOK Real Experience. Real Advantage. 23
  • 24. [ SHAREPOINT SITE USED FOR RECIPES Real Experience. Real Advantage. 24
  • 25. [ Real Experience. Real Advantage.
  • 26. [ Real Experience. Real Advantage.
  • 27. [ Real Experience. Real Advantage.
  • 28. [ Real Experience. Real Advantage.
  • 29. [ Real Experience. Real Advantage.
  • 30. [ Real Experience. Real Advantage.
  • 31. [ Real Experience. Real Advantage.
  • 32. [ Real Experience. Real Advantage.
  • 33. [ Real Experience. Real Advantage.
  • 34. [ Real Experience. Real Advantage.
  • 35. [ Real Experience. Real Advantage.
  • 36. [ Real Experience. Real Advantage.
  • 37. [ LEARNING POINTS Real Experience. Real Advantage.
  • 38. [ SAP R/3 Tables for testing  According to ACL there are over 20,000 tables in SAP R/3  The following are the top 20 Tables:  BKPF - Financial Documents Header  BSEG - Financial Document Items  EKKO - Purchasing Document Header  EKPO - Purchasing Document Item  BSAD - Cleared Customer Invoices (paid)  BSAK - Cleared Vendor Invoices (paid) Real Experience. Real Advantage.
  • 39. [ SAP R/3 Tables for testing  BSIS - General Ledger Accounts  KNA1 - Customer Master (General Data)  KNKK - Customer Master (Credit Data)  KNVV - Customer Master (Sales Data)  LFA1, LFB1, LFM1 - Vendor Master  MARC - Material Master  VBAK - Customer Orders - Header  VBAP - Customer Orders - Items  VBRK - Customer Invoices - Header  VBRP - Customer Invoices - Items Real Experience. Real Advantage.
  • 40. [ SAP R/3 Tables for testing  DD02T - Table Titles  TSTCT - Transaction Titles  Create your own list of tables, transactions and reports you find useful  Join ASUG Internal Controls SIG discussion groups to grow your knowledge Real Experience. Real Advantage.
  • 41. [ Good Information Sources  Google – http://www.google.com  SAPGenie - http://www.sapgenie.com  SAPGenie Table Diagrams  http://www.sapgenie.com/abap/tables.htm#Finance%20Tables  SAP Help on the Web - http://help.sap.com/  SAP R/3 Application Help  http://help.sap.com/saphelp_470/helpdata/EN/e1/8e51341a06084 de10000009b38f83b/frameset.htm Real Experience. Real Advantage.
  • 42. [ Good Information Sources  ISACA  http://www.isaca.org and select downloads for SAP ICQ & Audit Programs  ISACA Bookstore for guides such as “Security, Audit and Control Features SAP R/3 A Technical and Risk Management Reference Guide” Real Experience. Real Advantage.
  • 43. [ LEARNING POINTS Real Experience. Real Advantage.
  • 44. [ SAP R/3 transactions to facilitate data analysis  Transactional access required  Display only access  Data Dictionary (SE11)  Ability to view tables (SE16, SE17) Demonstration of Transaction Code SE16  Using R/3 transactions to locate table data Demonstration of using Help - Technical Settings Real Experience. Real Advantage.
  • 45. [ SE11 – DATA DICTIONARY Real Experience. Real Advantage. 45
  • 46. [ Transaction SE11 to display data dictionary information Real Experience. Real Advantage.
  • 47. [ Real Experience. Real Advantage.
  • 48. [ SE16 – EXTRACTING FROM TABLE FIELDS Real Experience. Real Advantage. 48
  • 49. [ Transaction Code SE16 TCODE: SE16 Real Experience. Real Advantage.
  • 50. [ Transaction Code SE16 Real Experience. Real Advantage.
  • 51. [ Transaction Code SE16 Real Experience. Real Advantage.
  • 52. [ Transaction Code SE16 Real Experience. Real Advantage.
  • 53. [ Transaction Code SE16 Real Experience. Real Advantage.
  • 54. [ HOW DO I FIND THE TABLE AND FIELD IN WHICH DATA RESIDES? Real Experience. Real Advantage. 54
  • 55. [ When working with the users.... Click on the paper in the bottom left corner gives critical information such as Tcode Real Experience. Real Advantage.
  • 56. [ So how do I find the source of information? Real Experience. Real Advantage.
  • 57. [ So how do I find the source of information? Real Experience. Real Advantage.
  • 58. [ So how do I find the source of information? Real Experience. Real Advantage.
  • 59. To save to a file on [ your local hard drive follow this menu tree Real Experience. Real Advantage.
  • 60. [ LEARNING POINTS Real Experience. Real Advantage.
  • 61. [ SAP Queries – Tcode SQ01 Real Experience. Real Advantage. 61
  • 62. [ Key Learning Points!  Grow your knowledge of SAP R/3  Discussion groups  ASUG chapter meetings  Locate training  Find good sources of SAP R/3 information related to internal controls  Start a cheat sheet of transactions, tables, programs and reports  Start your own library of data extraction and analysis methods and reference them in the applicable internal controls test plans Real Experience. Real Advantage.
  • 63. [ Questions or Comments? THANKS, MICHAEL BERARDI MICHAELA.BERARDI@ENERGIZER.COM Real Experience. Real Advantage. 63
  • 64. [  Thank you for participating. Please remember to complete and return your evaluation form following this session. For ongoing education on this area of focus, visit the Year-Round Community page at www.asug.com/yrc ] [ SESSION CODE: 4506 – Data Analysis, Continuous Auditing and Monitoring Real Experience. Real Advantage. 64
  • 65. [ IDEA by AUDIMATION Real Experience. Real Advantage. 65
  • 66. [ Real Experience. Real Advantage. 66
  • 67. [ Real Experience. Real Advantage. 67