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SAMPLE STUDY OF MARK DOWN DATA – FOR DETECTING MALICIOUS INTENT FMCG/STAPLES AND APPAREL  MARK DOWNS F &V MARKDOWNS DAIRY PRODUCTS BAKERY  STUDY MARKED DOWN DATA FOR THE FOLLOWING CATEGORIES FOR EASE OF UNDERSTANDING AND BETTER ASSIMILATION – EXAMPLE OF FMCG CATEGORY HAS BEEN CONSIDERED STUDY DATA TO DISCERN IF THE ISSUE IS SPREAD ACROSS THE BOARD OR IS SPECIFIC TO PARTICULAR STORE (ENSURE THAT IT IS NOT A PROMOTIONAL  MARK DOWN) D A T A   I N D I C A T E S   THE  MARK DOWNS ARE  SPREAD ACROSS BOARD - LOT OF STORES HAVE DONE THIS NO – ISSUE IS SPECIFIC TO  CERTAIN STORES IF SUCH MARK DOWNS HAVE  STOPPED AT SOME POINT OF  TIME- INDICATION IS THAT IT WAS  A STOCK RELATED ISSUE AND NOW THE STOCK HAS EXHAUSTED CLOSING POINT CONTINUED ON NEXT SLIDE   IDENTIFY THE  STORE
ONCE THE STORE HAS BEEN IDENTIFIED CARRY OUT FOLLOWING ANALYSIS IF  YES  - COULD BE CATEGORY TEAM HAS ADVISED STORE WITH AN AIM  TO ADDRESS STOCK ISSUE IS THIS MARK DOWN BEING DONE  REPEATEDLY IDENTIFY IF  ALL CASHIERS  ARE INVOLVED ASCERTAIN TIME PATTERN DURING ROUTINE CASHERING TIME OF CASHIER MARK DOWN BEING DONE AROUND  SHIFT END TIMING CONTINUED ON NEXT SLIDE   COULD BE A CASE OF DAMAGED SKU BEING CLEARED OFF SINGLE  CASHIER IS FOUND INVOLVED IT WAS  ONE TIME ACTIVITY
INDICATIONS FROM ANALYSIS OF TIME PATTERN OF TRANSACTION ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],TRANSACTION CARRIED OUT  NEAR THE END OF SHIFT  TIMMING DETAILS AVAILABLE ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],TRANSACTION CARRIED OUT DURING  ROUTINE SALES Check loyalty card swipe BILLING ERROR BY  CASHIER WATCH VIDEO

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Pattern Recognition

  • 1. SAMPLE STUDY OF MARK DOWN DATA – FOR DETECTING MALICIOUS INTENT FMCG/STAPLES AND APPAREL MARK DOWNS F &V MARKDOWNS DAIRY PRODUCTS BAKERY STUDY MARKED DOWN DATA FOR THE FOLLOWING CATEGORIES FOR EASE OF UNDERSTANDING AND BETTER ASSIMILATION – EXAMPLE OF FMCG CATEGORY HAS BEEN CONSIDERED STUDY DATA TO DISCERN IF THE ISSUE IS SPREAD ACROSS THE BOARD OR IS SPECIFIC TO PARTICULAR STORE (ENSURE THAT IT IS NOT A PROMOTIONAL MARK DOWN) D A T A I N D I C A T E S THE MARK DOWNS ARE SPREAD ACROSS BOARD - LOT OF STORES HAVE DONE THIS NO – ISSUE IS SPECIFIC TO CERTAIN STORES IF SUCH MARK DOWNS HAVE STOPPED AT SOME POINT OF TIME- INDICATION IS THAT IT WAS A STOCK RELATED ISSUE AND NOW THE STOCK HAS EXHAUSTED CLOSING POINT CONTINUED ON NEXT SLIDE IDENTIFY THE STORE
  • 2. ONCE THE STORE HAS BEEN IDENTIFIED CARRY OUT FOLLOWING ANALYSIS IF YES - COULD BE CATEGORY TEAM HAS ADVISED STORE WITH AN AIM TO ADDRESS STOCK ISSUE IS THIS MARK DOWN BEING DONE REPEATEDLY IDENTIFY IF ALL CASHIERS ARE INVOLVED ASCERTAIN TIME PATTERN DURING ROUTINE CASHERING TIME OF CASHIER MARK DOWN BEING DONE AROUND SHIFT END TIMING CONTINUED ON NEXT SLIDE COULD BE A CASE OF DAMAGED SKU BEING CLEARED OFF SINGLE CASHIER IS FOUND INVOLVED IT WAS ONE TIME ACTIVITY
  • 3.