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Operational Risk Management 
The Raw Canvas 
By Kalyan Debnath 
For
What Is Wrongly Believed in Operational Risk 
“What can be new about managing operational risk? It has 
been managed ever since modern day banks were born.” 
– CEO of a bank 
“Operational risk never brought down a bank; it has always 
been credit or market risks.” 
– A Board Director in a Bank 
•
What went wrong across the globe – The circle of 
misfortune 
3 
Many of these have risk management tools in place & are wedded 
to sophisticated technology – But ??? 
Source: ERisk.Com
Why did they occur? 
4
The Paradox that all enterprise would face 
“Controls deter growth” 
OR 
“Growth undermines control” 
A great challenge to overcome 
5
But most unfamiliar losses have occurred in the recent years due to this risk 
– Baring collapse, Sumitomo losses, GTB debacle 
– Credit Card losses, Arthur Andersen episode 
– Payment frauds, money laundering 
• What has changed in operational risk horizon? 
– Exponential growth in transaction volumes; new and specialised 
operational processes 
– Constantly evolving and more dependence on technology 
– Demanding customers and quick turnaround time 
– eCommerce 
– Competitive pressures on costs 
– Complex financial products 
– New practices – securitisation, outsourcing 
These developments have forced Operational Risk recognised as a separate 
risk discipline – to be measured and risk capital cover provided 
6 
What paved the way for Operational Risk recognition
Definition of Operational Risk 
Basel Committee 
• “The risk of loss resulting from inadequate or failed internal 
Processes, People and Systems or external events” 
(excluding strategic and reputational risk) 
Organisation Specific 
• Organisations can modify the above definition with deletions 
or emphases that will reflect their individual circumstances (may 
include strategic & reputational risk 
“Operational risk is not simply about measurement, or providing for 
capital charges, 
It’s about the management of ‘PPT’ (Processes, People and Technology)
Operational risks culminate into operational loss : 
Definitions 
Indirect vs. Direct 
• Direct Impact on the P&L accounts e.g. operational errors, cash loss 
• Indirect Impact in the P&L accounts e.g. loss of client due to poor levels of 
service, technology downtime 
Expected vs. Unexpected 
• Expected losses are typically covered in yearly provisions e.g. credit card fraud, 
loan losses, NPA provisioning 
• Unexpected losses e.g. financial penalty from the regulator - has to be covered 
through economic capital 
Budgeted vs. Non Budgeted 
• Budgeted loss e.g. connected to non reconciliation of bank books, contingent 
liability 
• Non Budgeted e.g. attrition of key staff and knowledge 
“Operational losses are essentially another indicator telling 
us how the system of risk management is working or not 
working”
Basel Proposals on Operational Risk – The Three Pillars 
• Pillar 1: Minimum capital requirements (Measurement) 
–Spectrum of options: Basic Indicator, Standardised and Internal 
Measurement (AMA) approaches 
–Higher the options higher will be the sophistication and risk modelling 
• Pillar 2: Supervisory review (Qualitative assessment) 
–Framework and methodology for estimating capital 
–Management of risk: Senior management involvement, policies, 
processes, internal controls, reporting, reviews and internal audit 
• Pillar 3: Market discipline (Disclosure) 
–To include disclosure on risk management policies and practices, risk 
events and losses, estimated risk levels, economic capital allocation 
–A Bank will be judged, over a period of time, by the quality of disclosures
How to go about it
Risk Identification, Assessment, Treatment and Mitigation 
11 
Risk Prioritization, treatment 
& Mitigation 
• Prioritize Risks based on Inherent 
Risk assessment, Control 
Effectiveness 
• Prepare risk-control-classification 
3D matrix 
• Focus Management Attention on 
the Significant / Systemic Risks 
• Evolve risk treatment action 
agenda. 
• Create / Track Action Plans to 
Address Risk Mgt Gaps 
• Develop residual risk transition 
map and integrate with risk 
reporting process. 
Key Risk Indicators & 
Integration 
• Based on Risk Drivers identify 
Critical, Few, Multi-Dimensional 
Key Risk Indicators 
• Focus on Leading KRIs for 
Indications of Rising Risk Levels 
• Ensure Coordination Between the 
Operational Risk Initiatives, and 
Ongoing Business Processes. 
• Set up process and automation to 
track KRIs 
Risk Identification 
& Assessment 
• Business Unit level process 
mapping and process hierarchy. 
• Risk driver Identification and 
arriving at risk inventory 
• Assessment of impact and 
likelihood of risks 
• Risk assessment and 
classification 
• Control effectiveness testing and 
risk control map
Risk Monitoring and calibration 
12 
Monitoring of Key Risk 
Indicators 
• Gather and Track KRIs 
• Establish Escalation Thresholds, 
Static and Dynamic Thresholds 
• Begin Trend Analysis to Identify 
Rising Risk Levels Prior to Loss 
Events Occurring 
• Integrate KRIs into Risk 
Management Processes to 
Identify Trends, Evaluate Risk 
Environment of Company 
• Integrate with residual risk 
transition framework 
• Realign the risk reporting system 
Loss Event Tracking 
• Put up distinctive process to 
differentiate loss with loss events 
• Develop Op Risk Event capture 
• Identify, Track, and Classify Direct 
/ Indirect Loss Events among 
several dimensions, including 
Event Type, Risk Category, Root 
Cause, Outcome / Loss Type, etc. 
• Supplement Internal Losses with 
External Loss Event Data to 
Complete Distribution Tail 
• Ensure full technology back up and 
integration with the MIS 
architecture 
Calibration and measure 
• Ensure Quality Control Over RCM, 
KRIs, and Loss Events 
• Integrate and Leverage Root 
Cause Analysis into Process 
• Develop Reporting to Ensure 
Management has Ability to Monitor 
Risk Environment 
• Apply Statistical Methods to 
Generate Distributions providing 
for Data Limitations 
• Set stage for AMA approach with 
key inferences from the statistical 
tools applied. 
• Identify measurement roadmap
Risk Measurement (AMA) 
•Left to the Banks. But must demonstrate that it captures potentially severe 
tail loss events. 
13 
•While different methodologies will exist for risk quantification, data and 
certain calculation elements will be common. Must have and maintain 
rigorous procedure for model development and validation. 
•Must be consistent with the loss event types defined under the accord. 
•The model must provide for computation of EL & UL unless Banks can 
establish that it has accounted for EL. 
•All operational risks may not be measured – so the model parameters 
should be as granular as possible.
Operational risk monitoring through key indicators 
Key Performance Indicators 
• KPIs are a measure that demonstrates a movement in the likelihood or 
the impact of a risk – they can be seen as events that raise a warning 
about a risk. 
Key Control Indicators 
• KCIs are a measure demonstrating a change in the effectiveness (e.g, 
design and performance) of a control 
Key Risk Indicators 
• A combined measure of a KPI and KCI that are linked to the residual 
impact of the risk with likelihood of the risk occurring.
Risk: 
Loss of key personnel 
Control: 
Adequate remuneration & motivation packages, 
performance incentive/ Bonus Pool 
KPI: 
Number of staff leaving without a planned 
successor 
KRI: 
Number of staff leaving without a planned successor due to remuneration / bonuses not 
being sufficient 
Risk: 
Clients default on loans 
Control: 
Daily monitoring, Audit procedures, 
Collateral cover 
KPI: 
Number of loans executed for clients 
who have defaulted in the past 
KCI: 
Number of clients identified with 
insufficient collateral cover 
KRI: 
Number of loans executed for clients who have defaulted in the past who do not have 
sufficient collateral cover 
KCI: 
Number of employees kept as a result of 
remuneration change / bonus payment 
Example KPI, KCI and KRIs
Operational risk measurement 
Are the processes 
cost efficient to 
reduce day-to-day 
operational losses 
Design an appropriate risk 
measurement methodology 
• Create loss tracker database for identification of risk source at 
points of incidence contributing to losses 
• Corporate dashboard for high level risk monitoring 
• Assess a feasibility of using scorecard model for risk measures 
Tool 
development 
Technology & data –base 
support 
• Design database to track the losses & drawing correlations & 
appropriate data-flow design for identified KRIs 
• Data architecture at points of incidence, ensuring data integrity, 
facilitating data simulation and analysis 
• Scope of integration of models/ solutions with the I.T structure & 
network system 
Where to focus 
R.M. resources 
How effective are 
internal controls 
How integrated is 
I.T. the system
Loss Event Database 
Loss events are not the loss happenings. Just like an 
archaeological process one has to dig out the historical 
loss events. 
The monitoring and the analysis of loss events will provide 
the basis for independently validating the risk assessment 
and indicator tracking process in addition to providing 
foundation for quantification of risks.
How we do it? 
Indirect and direct losses loss events should be identified, tracked and 
classified by: 
• Event type (in accordance to Basel definition) 
Risk class/category and risk strategy 
Root cause 
Loss/Outcome 
Process/Activity/ risk owner 
Business or management Unit 
Internal losses must be supplemented with external loss event data to 
complete the tail of distribution
19 
Risk Rating Improvements post mitigation is the way 
forward 
Risk Transition 
Risk Risk Description Inherent 
risk rating 
Inherent 
Risk 
Score 
Treatment 
option 
Residual risk 
rating 
Residual 
risk 
score 
1 Industry trend may influence the 
fortune of the company resulting 
into default 
HIGH 3 MITIGATE COMFORT 1 
2 
Improper collection of market 
information for structuring 
instruments may result in the 
wrong product design affective 
business 
HIGH 3 MITIGATE ALERT 2.5 
3 
Low importance in targeting 
new clients leading to 
stagnation of business growth. 
HIGH 3 MITIGATE ALARM 4.5 
4 
Delay in decision making may 
lead to unsatisfied clients and 
loss of repeat / additional 
business 
HIGH 3 ACCEPT ALARM 3 
5 Change of interest rate may 
erode the value of the portfolio 
HIGH 3 ACCEPT ALERT 2.25
The tangible benefit of ORM 
Costs vs. Potential Improvements post mitigation 
20 
6,250 
4,688 
3,125 
1,563 
0 
-1,563 
Before control After control Value 
1 2 3 4 5 
Loss/ Revenue/ Value Derived (INR 000s) 
Risk 
3,4,5 Loss data 
1,2 Revenue data
Can we derive commercial advantage from investment in 
operational risk management? 
Judge by yourself 
• Reduces operational errors by ensuring right control and alerts = 
Impairing the bottom line 
• Winning new business through clear articulation of risk 
management approach to investment consultants and trustees = 
Pillar 3 matters a lot 
• Reduces cost of control by appropriate resource allocation = 
Scorecard approach and RCM paves the way 
• Reduces capital charges = The boon
Less tangible but valuable benefits of a robust framework 
• Enables the development of a consistent risk perspective, 
language and culture across the organisation hierarchy 
• Develops risk awareness and a focus on cost/benefit analysis 
• Risk weighted decision system facilitated. 
• Creates and enforces accountability 
• Allows identification, measurement and validation of risk 
appetite 
• Control not for control sake - risk taking becomes more 
ingrained in corporate decision system 
• Provides a repository and knowledge transfer - source for 
internal and external best practices
23 
Incentives To Be Proactive 
 Less sophisticated approaches will result in increased 
capital charges, leading to inefficient use of capital 
and lower return on equity 
 Preempt costly regulatory directives 
 Avoid challenges to business expansion, mergers and 
acquisitions 
 Risk management practices adopted by leading 
institutions may be considered “best practices” by 
regulators 
 Potential negative reputational impact leading to loss 
of shareholder confidence (through disclosure) 
 The market (peers, rating agencies, shareholders) will 
“judge” an institution on the choice of approach 
 Avoidance of sub-optimal practices which lead to loss 
of competitive advantage
Contact 
treatrisk@gmail.com 
www.treatrisk.com 
www.treatrisk.wix.com/info 
Follow and like us at 
Facebook: www.facebook.com/treatrisk 
Twitter: www.twitter.com/treatyourrisk 
Google+: www.google.com/+treatriskplus 
LinkedIn: www.in.linkedin.com/in/treatrisk 
Join our blog forum 
www.treatrisk.blogspot.in

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Operational Risk : Take a look at the raw canvas

  • 1. 1 Operational Risk Management The Raw Canvas By Kalyan Debnath For
  • 2. What Is Wrongly Believed in Operational Risk “What can be new about managing operational risk? It has been managed ever since modern day banks were born.” – CEO of a bank “Operational risk never brought down a bank; it has always been credit or market risks.” – A Board Director in a Bank •
  • 3. What went wrong across the globe – The circle of misfortune 3 Many of these have risk management tools in place & are wedded to sophisticated technology – But ??? Source: ERisk.Com
  • 4. Why did they occur? 4
  • 5. The Paradox that all enterprise would face “Controls deter growth” OR “Growth undermines control” A great challenge to overcome 5
  • 6. But most unfamiliar losses have occurred in the recent years due to this risk – Baring collapse, Sumitomo losses, GTB debacle – Credit Card losses, Arthur Andersen episode – Payment frauds, money laundering • What has changed in operational risk horizon? – Exponential growth in transaction volumes; new and specialised operational processes – Constantly evolving and more dependence on technology – Demanding customers and quick turnaround time – eCommerce – Competitive pressures on costs – Complex financial products – New practices – securitisation, outsourcing These developments have forced Operational Risk recognised as a separate risk discipline – to be measured and risk capital cover provided 6 What paved the way for Operational Risk recognition
  • 7. Definition of Operational Risk Basel Committee • “The risk of loss resulting from inadequate or failed internal Processes, People and Systems or external events” (excluding strategic and reputational risk) Organisation Specific • Organisations can modify the above definition with deletions or emphases that will reflect their individual circumstances (may include strategic & reputational risk “Operational risk is not simply about measurement, or providing for capital charges, It’s about the management of ‘PPT’ (Processes, People and Technology)
  • 8. Operational risks culminate into operational loss : Definitions Indirect vs. Direct • Direct Impact on the P&L accounts e.g. operational errors, cash loss • Indirect Impact in the P&L accounts e.g. loss of client due to poor levels of service, technology downtime Expected vs. Unexpected • Expected losses are typically covered in yearly provisions e.g. credit card fraud, loan losses, NPA provisioning • Unexpected losses e.g. financial penalty from the regulator - has to be covered through economic capital Budgeted vs. Non Budgeted • Budgeted loss e.g. connected to non reconciliation of bank books, contingent liability • Non Budgeted e.g. attrition of key staff and knowledge “Operational losses are essentially another indicator telling us how the system of risk management is working or not working”
  • 9. Basel Proposals on Operational Risk – The Three Pillars • Pillar 1: Minimum capital requirements (Measurement) –Spectrum of options: Basic Indicator, Standardised and Internal Measurement (AMA) approaches –Higher the options higher will be the sophistication and risk modelling • Pillar 2: Supervisory review (Qualitative assessment) –Framework and methodology for estimating capital –Management of risk: Senior management involvement, policies, processes, internal controls, reporting, reviews and internal audit • Pillar 3: Market discipline (Disclosure) –To include disclosure on risk management policies and practices, risk events and losses, estimated risk levels, economic capital allocation –A Bank will be judged, over a period of time, by the quality of disclosures
  • 10. How to go about it
  • 11. Risk Identification, Assessment, Treatment and Mitigation 11 Risk Prioritization, treatment & Mitigation • Prioritize Risks based on Inherent Risk assessment, Control Effectiveness • Prepare risk-control-classification 3D matrix • Focus Management Attention on the Significant / Systemic Risks • Evolve risk treatment action agenda. • Create / Track Action Plans to Address Risk Mgt Gaps • Develop residual risk transition map and integrate with risk reporting process. Key Risk Indicators & Integration • Based on Risk Drivers identify Critical, Few, Multi-Dimensional Key Risk Indicators • Focus on Leading KRIs for Indications of Rising Risk Levels • Ensure Coordination Between the Operational Risk Initiatives, and Ongoing Business Processes. • Set up process and automation to track KRIs Risk Identification & Assessment • Business Unit level process mapping and process hierarchy. • Risk driver Identification and arriving at risk inventory • Assessment of impact and likelihood of risks • Risk assessment and classification • Control effectiveness testing and risk control map
  • 12. Risk Monitoring and calibration 12 Monitoring of Key Risk Indicators • Gather and Track KRIs • Establish Escalation Thresholds, Static and Dynamic Thresholds • Begin Trend Analysis to Identify Rising Risk Levels Prior to Loss Events Occurring • Integrate KRIs into Risk Management Processes to Identify Trends, Evaluate Risk Environment of Company • Integrate with residual risk transition framework • Realign the risk reporting system Loss Event Tracking • Put up distinctive process to differentiate loss with loss events • Develop Op Risk Event capture • Identify, Track, and Classify Direct / Indirect Loss Events among several dimensions, including Event Type, Risk Category, Root Cause, Outcome / Loss Type, etc. • Supplement Internal Losses with External Loss Event Data to Complete Distribution Tail • Ensure full technology back up and integration with the MIS architecture Calibration and measure • Ensure Quality Control Over RCM, KRIs, and Loss Events • Integrate and Leverage Root Cause Analysis into Process • Develop Reporting to Ensure Management has Ability to Monitor Risk Environment • Apply Statistical Methods to Generate Distributions providing for Data Limitations • Set stage for AMA approach with key inferences from the statistical tools applied. • Identify measurement roadmap
  • 13. Risk Measurement (AMA) •Left to the Banks. But must demonstrate that it captures potentially severe tail loss events. 13 •While different methodologies will exist for risk quantification, data and certain calculation elements will be common. Must have and maintain rigorous procedure for model development and validation. •Must be consistent with the loss event types defined under the accord. •The model must provide for computation of EL & UL unless Banks can establish that it has accounted for EL. •All operational risks may not be measured – so the model parameters should be as granular as possible.
  • 14. Operational risk monitoring through key indicators Key Performance Indicators • KPIs are a measure that demonstrates a movement in the likelihood or the impact of a risk – they can be seen as events that raise a warning about a risk. Key Control Indicators • KCIs are a measure demonstrating a change in the effectiveness (e.g, design and performance) of a control Key Risk Indicators • A combined measure of a KPI and KCI that are linked to the residual impact of the risk with likelihood of the risk occurring.
  • 15. Risk: Loss of key personnel Control: Adequate remuneration & motivation packages, performance incentive/ Bonus Pool KPI: Number of staff leaving without a planned successor KRI: Number of staff leaving without a planned successor due to remuneration / bonuses not being sufficient Risk: Clients default on loans Control: Daily monitoring, Audit procedures, Collateral cover KPI: Number of loans executed for clients who have defaulted in the past KCI: Number of clients identified with insufficient collateral cover KRI: Number of loans executed for clients who have defaulted in the past who do not have sufficient collateral cover KCI: Number of employees kept as a result of remuneration change / bonus payment Example KPI, KCI and KRIs
  • 16. Operational risk measurement Are the processes cost efficient to reduce day-to-day operational losses Design an appropriate risk measurement methodology • Create loss tracker database for identification of risk source at points of incidence contributing to losses • Corporate dashboard for high level risk monitoring • Assess a feasibility of using scorecard model for risk measures Tool development Technology & data –base support • Design database to track the losses & drawing correlations & appropriate data-flow design for identified KRIs • Data architecture at points of incidence, ensuring data integrity, facilitating data simulation and analysis • Scope of integration of models/ solutions with the I.T structure & network system Where to focus R.M. resources How effective are internal controls How integrated is I.T. the system
  • 17. Loss Event Database Loss events are not the loss happenings. Just like an archaeological process one has to dig out the historical loss events. The monitoring and the analysis of loss events will provide the basis for independently validating the risk assessment and indicator tracking process in addition to providing foundation for quantification of risks.
  • 18. How we do it? Indirect and direct losses loss events should be identified, tracked and classified by: • Event type (in accordance to Basel definition) Risk class/category and risk strategy Root cause Loss/Outcome Process/Activity/ risk owner Business or management Unit Internal losses must be supplemented with external loss event data to complete the tail of distribution
  • 19. 19 Risk Rating Improvements post mitigation is the way forward Risk Transition Risk Risk Description Inherent risk rating Inherent Risk Score Treatment option Residual risk rating Residual risk score 1 Industry trend may influence the fortune of the company resulting into default HIGH 3 MITIGATE COMFORT 1 2 Improper collection of market information for structuring instruments may result in the wrong product design affective business HIGH 3 MITIGATE ALERT 2.5 3 Low importance in targeting new clients leading to stagnation of business growth. HIGH 3 MITIGATE ALARM 4.5 4 Delay in decision making may lead to unsatisfied clients and loss of repeat / additional business HIGH 3 ACCEPT ALARM 3 5 Change of interest rate may erode the value of the portfolio HIGH 3 ACCEPT ALERT 2.25
  • 20. The tangible benefit of ORM Costs vs. Potential Improvements post mitigation 20 6,250 4,688 3,125 1,563 0 -1,563 Before control After control Value 1 2 3 4 5 Loss/ Revenue/ Value Derived (INR 000s) Risk 3,4,5 Loss data 1,2 Revenue data
  • 21. Can we derive commercial advantage from investment in operational risk management? Judge by yourself • Reduces operational errors by ensuring right control and alerts = Impairing the bottom line • Winning new business through clear articulation of risk management approach to investment consultants and trustees = Pillar 3 matters a lot • Reduces cost of control by appropriate resource allocation = Scorecard approach and RCM paves the way • Reduces capital charges = The boon
  • 22. Less tangible but valuable benefits of a robust framework • Enables the development of a consistent risk perspective, language and culture across the organisation hierarchy • Develops risk awareness and a focus on cost/benefit analysis • Risk weighted decision system facilitated. • Creates and enforces accountability • Allows identification, measurement and validation of risk appetite • Control not for control sake - risk taking becomes more ingrained in corporate decision system • Provides a repository and knowledge transfer - source for internal and external best practices
  • 23. 23 Incentives To Be Proactive  Less sophisticated approaches will result in increased capital charges, leading to inefficient use of capital and lower return on equity  Preempt costly regulatory directives  Avoid challenges to business expansion, mergers and acquisitions  Risk management practices adopted by leading institutions may be considered “best practices” by regulators  Potential negative reputational impact leading to loss of shareholder confidence (through disclosure)  The market (peers, rating agencies, shareholders) will “judge” an institution on the choice of approach  Avoidance of sub-optimal practices which lead to loss of competitive advantage
  • 24. Contact treatrisk@gmail.com www.treatrisk.com www.treatrisk.wix.com/info Follow and like us at Facebook: www.facebook.com/treatrisk Twitter: www.twitter.com/treatyourrisk Google+: www.google.com/+treatriskplus LinkedIn: www.in.linkedin.com/in/treatrisk Join our blog forum www.treatrisk.blogspot.in

Hinweis der Redaktion

  1. Operational risk was never a big risk in banks, unlike in manufacturing, process industries; banking was a relatively simple business, dealing in just one commodity – money. Things have changed! Key risks are due to technology and competitive pressure on costs
  2. There were 4 key factors to why these occurred: Control Failure - People by passed the normal controls taking short cuts / manual workarounds Culture - there was a lack of enthusiasm or commitment to risk management Management - there was no / or lack of effective process to identify and manage risks Governance - there was lack of independent challenge from strong management and audit committee
  3. Operational risk was never a big risk in banks, unlike in manufacturing, process industries; banking was a relatively simple business, dealing in just one commodity – money. Things have changed! Key risks are due to technology and competitive pressure on costs
  4. Root Cause Analysis of why the loss occurred eg poor communication, manual keying error, failure of systems, clarity around roles and responsibilities etc. Loss/Outcome Financial loss, through clients leaving, errors hit the bottom line, reduced revenue due to reputational harm caused, compensation payments to clients Process/Activity Such as in an investment house Front Office (order generation Execution), Middle Office (Front office Support, trade input) or the back office (cash management) Business/Management unit Such as production, S&M or different desks in an investment house such as Equities. Fixed Income, this though is subjective in nature depending on the organisation and the business units that are involved.
  5. No more “one size fits all” framework like the previous Accord. Choice of available options subject to approval of respective bank’s supervisory authority Main Document p.2, Insurance Subs. Overview Document p.11, Insurance Subs.