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Operational Risk Management System with Statistical Control  Final Year Project Dah Sing Bank Operational Risk Management Team Kevin Chua Dorothy Kwok Advisor Prof. Fugee Tsung, Dr. Wei Jiang Teaching Assistant Maggie Ning Group Members Yin Ping Ip Shaw Liang Alex Yap Cho Wing Yan Yim Ming Tse
Background ,[object Object],[object Object],[object Object],[object Object],[object Object],X 86 reports Dept Manager Dept Coordinator ORMT
Problem Statement Poor data accessibility Subjective & Passive control Poor in data interpretation Tedious process/  Non-value added Manager Coordinator ORMT KRI Report
Solution Microsoft Access Database Management System A Comprehensive Package of Solutions  Statistical Control
Streamlined Process Slide  Streamlined Process Data Analysis Auto-Report Compilation Sustainable Design Statistical Control Streamlined Process
Current procedure Coordinator Manager Coordinator
Current procedure 6 Coordinator Manager Coordinator
Current procedure 6 Coordinator Manager ORMT
Current procedure 6 Coordinator Manager Coordinator ORMT Coordinator
Improvement 7 Before After Working on the same platform 20 10
Streamlined Process ORMT Manager Coordinator 8
Data Analysis 9 Streamlined Process Data Analysis Auto-Report Compilation Sustainable Design Statistical Control
Improvement ,[object Object],[object Object],[object Object],[object Object],[object Object],10 Eye balling  Time consuming  Poor performance Before After
1. KRIs Report 11
KRIs Report 12
2. Comparing a KRI across departments 13
Comparing a KRI across departments 14
3. KRIs Comparison 15
KRI Comparison 16
Automated Report Compilation 17 Streamlined Process Data Analysis Auto-Report Compilation Sustainable Design Statistical Control
Improvement ,[object Object],[object Object],18 Report compilation were done manually  Before After
Monthly and Quarterly Report 19
Sustainable Design 20 Streamlined Process Data Analysis Auto-Report Compilation Sustainable Design Statistical Control
Sustainable Design 21 Solution Changes in Human Resources Maintaining the KRI Library
Human Resources 22
Human Resources 23 Department Staff
Maintain KRI Library 24
Maintain KRI Library 25
Statistical Control on KRI 26 Streamlined Process Data Analysis Auto-Report Compilation Sustainable Design Statistical Control
Improvement ,[object Object],[object Object],[object Object],[object Object],Before After 27
Approach 1: Hotelling T 2  Control ,[object Object],x y Historical data Out of control points: action needed Monitoring data 28
Approach 1: Hotelling T 2  Control ,[object Object],Verify their relationship in the system Step 2 Step 3 Phase 1: Establish the control Phase 2: Monitoring the data ,[object Object],[object Object],[object Object],Step 1 Step 4 29 Time Line
Approach 1: Hotelling T 2  Control ,[object Object],Step 3 Phase 1: Establish the control Phase 2: Monitoring the data Step 4 29 Time Line
Approach 2: Operational Loss Control ,[object Object],Region: Operational Loss > Target Loss KRI 1 KRI 2 ,[object Object],[object Object],[object Object],[object Object],Target Operational Loss per month for A,  $ XX,XXX 30
Approach 2: Operational Loss Control 31
Approach 2: Operational Loss Control 31
Approach 2: Operational Loss Control 31
Conclusion 32 KRI Monitoring System ,[object Object],[object Object],[object Object],Deliverables Statistical  Control Auto-Report Compilation
Thank You Q & A

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Operational Risk Management System with Statistical Control

Editor's Notes

  1. Explain KRI, Threshold as Control limit
  2. By using op loss, it is much better than setting the limits by experience only.