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Operational Risk Management 
t 1 
In BASEL regime 
Under-explored Territory 
By Kalyan Debnath 
For
! 
“I had always assumed - I had no reasons to doubt - 
that our controls were in good shape and reflected 
management’s desire to run a very tight ship” 
! 
John Dove, director of Barings
“You want a valve that doesn’t leak and you try 
everything possible to develop one. But the 
real world provides you with a leaky valve. 
You have to determine how much leaking 
you can tolerate” 
! 
- NASA Scientist
What can go wrong – The circle of misfortune 
4 
Many of these have risk management tools in place & are wedded 
to sophisticated technology – But ??? 
Source: ERisk.Com
Why did they occur? 
5
The Paradox 
! 
“Controls deter growth” 
! 
OR 
! 
“Growth undermines control” 
6
The Force behind
Basel II – The trigger for survival 
Minimum 
Capital 
Requirements 
Supervisory 
Review 
Market 
Discipline 
Introduces a three pillar approach to calculating regulatory 
capital in order to encourage better risk management practices 
Brings in the need for risk quantification & modelling for 
estimating capital charge. 
! 
Capital should not be regarded as substitute of fundamentally 
weak risk management & control system. 
9
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 
•
B u t m o s t u n f a m i l i a r l o s s e s h a v e o c c u r r e d i n t h e r e c e n t 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 
11 
What Is New About Operational Risk
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 loss definitions 
I n d i r e c t v s . D i r e c t 
• 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
15 
! 
Capital charge = g x EL 
Basel Proposals – The Measurement 
g factor set by regulators for each 
business line / risk type combination 
EL (Expected Loss) = EI x PE x LGE 
PE = probability of loss event, LGE = 
loss given that event 
Based on business 
line / risk type 
combination 
(set by regulators) 
Capital charge = β x EI 
β factor based on business line 
(determined by regulators) 
Based on business 
line 
(set by regulators – 
8 such) 
Capital charge = α x EI 
α fixed charge in percentage terms 
(determined by regulators) 
Gross Revenue 
(Proxy for scale of 
OR exposure) 
Basic 
Standardized 
Internal 
Measurement 
(AMA) 
Exposure Indicator (EI) Capital Charge Factor 
The more complex the approach chosen, the lower the capital
Likely Choice of Approach – G10 
Operational risk management is yet to gain momentum across the BFS 
spectrum. But advanced countries have marched up the trajectory. 
G 10 countries and equivalents 
Commenced with the Standardised Approach initially: 
– Required to provide EI data (gross income) by business line 
– Need to have strong oversight of operational risk management framework 
– Regulator to provide the beta factor but banks need to track loss data 
– Satisfactory Pillar 2 compliance, policy and documentation 
Only a handful to qualify for the Advanced Measurement Approach (AMA): 
– Required to provide EI data (new deal volumes, trading volumes, transaction numbers 
and volumes, value of fixed assets, value of assets under management) by business line 
– Determine probability of a loss event (PE), based on internal loss data 
– Determine Loss Given Event (LGE), based on internal loss data 
– Regulator to provide the gamma factor 
– Ability to choose Standardised or AMA Approach for individual bus lines 
– Need strong oversight structure, robust loss event database, strong internal control 
system, risk reporting
Appropriate Approach –Outside G10 
• Basic Approach likely to be adopted by all for considerable 
time. 
• Large domestic banks active internationally may choose the 
Standard Approach – which will have both Pillar 1 and Pillar 
2 implications. The strategy would be 
– Setting up MIS to produce required data in a reliable and consistent 
manner 
– Improving management of all aspects of operations to acceptable 
international benchmarks 
– Establishing Operational Risk management framework and processes 
throughout the organisation simultaneously to meet Pillar 2 
requirements
Pillar 2 - Regulator’s Approach to ORM under AMA 
• Pillar 2 focuses on qualitative aspects, which although at 
supervisory level, but the value proposition is tremendous. Key 
focus of regulators would be 
–Choice of framework 
–Process for assessing overall capital 
–Effectiveness of risk management process 
–Monitoring, risk reporting, data flow and other systems/data quality 
issues 
–Procedures for the timely tracking and effective resolution of risk 
exposures and loss events 
–Internal controls, reviews and audit 
–Effectiveness of mitigation efforts 
–Validation by external auditors/ supervisor 
–Documentation of policy, oversight system & controls
What Does That Mean for a Non - G10 Bank 
• Clearly setting up process to capture loss events and the 
corresponding losses. 
• Creating historical database of loss events 
• Setting up MIS to produce required data in a reliable and consistent 
manner 
• Improving management of all aspects of operations, particularly in the 
use of technology, to acceptable international benchmarks 
• Establishing Operational Risk management framework and processes 
throughout the organisation simultaneously to meet Pillar 2 requirements 
• Making sure the processes for credit risk capital reduction is not missed 
– Improve credit risk management practices, including use of good internal credit 
rating models to qualify for minimum capital based on Internal Rating-Based 
(Foundation) approach 
– Clearly establishing interlinkages of credit risk with the operational risks arising 
out of credit processes.
How to go about it
21 
Step 1: Framework Development – Key Principles 
Governance 
Oversight Structure 
Articulates why the company is 
creating an Operational Risk 
Management Group and what the 
expectations of the group are 
• Management’s vision / agenda 
• Operational risk management’s 
mission statement 
• Guiding principles 
• Goals and objectives 
• Organization structure 
• Implementation strategy 
Common Language 
Helps create transparency and allows the organization to 
begin to create a common lens through which the 
organization can discuss and manage operational risk 
• Risk definitions and categorization 
• Risk assessment and quantification language 
• Operational risk classifications 
• Setting a risk attitude across the organisation 
• Risk tolerance levels and limits 
Clearly define and articulate each 
constituent’s role and responsibilities with 
respect to risk management throughout the 
organization 
• Board of Directors, senior 
management through to staff 
responsibilities 
• Reporting and escalation processes 
• Quality control 
•Integration with other risk management 
functions 
• Embedded in organization’s core 
processes 
• Realign the MIS and dashboards with 
risk language 
Operational Risk 
Management 
Framework 
Change Management 
Helps create a positive environment to support sustainable change which includes new 
processes, organizational structures, and new technologies 
• Top Management/ CEO Sponsorship 
• Linking and leveraging major change activities 
• Creating value at each level of the organization 
• Integrate performance measurement with Economic Capital, planning and 
budgeting, people effectiveness, management reporting, and assurance 
activities 
• Cultural integration through training and education 
• Communication to Business Lines of the vision, roles and responsibilities, value 
propositions, quick wins, and long term successes – ensure buy-in
Step-2 Risk Identification, Assessment, Treatment and Mitigation 
22 
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
Step-3 Risk Monitoring and calibration 
23 
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
Step 4 A - Risk Measurement (AMA) 
•Left to the Banks. But must demonstrate that it captures potentially severe 
tail loss events. 
•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. 
24
Step 4 B- Risk Measurement (AMA) 
•Banks may use, subject to satisfaction of supervisor, correlation of 
operational risk losses across operational risk estimates – this would 
reduce aggregate capital charge. 
•Minimum five year observation of internal loss data. 
•Must also use external data for some risk events and perform scenario 
analysis for high severity events – this will enable testing of internal loss 
distribution & correlation estimate. 
•Sophisticated solution may include some actuarial modeling, bayesian 
modeling, complexity modeling and market pricing based valuation 
methods 
! 
25
Managing Operational Risk to qualify for AMA
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.
Route map for origin of key risk indicators
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
Facilitating Operational Risk Measurement & modeling – 
Residual Scorecard Model Approach 
• Creation of database for 
capturing loss events 
• Setting the rating 
parameters and rating logic 
Information system to 
evaluate the model 
parameters, particularly 
KRIs 
• Methodology to forecast the 
frequency & severity of 
events maturing 
• Looking through the 
window of controls put and 
the risk tolerance level set. 
• Arriving at the residual 
rating score 
Loss Event 
Data 
Key Indicator 
Data 
Control 
Effectiveness 
Data 
Residual Risk 
Score 
Risk 
Tolerance 
Window 
Rating Logic 
Residual 
Risk
34 
Risk Rating Improvements - By Control 
Risk Transition 
Ris 
k 
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 
Illustration
Costs vs. Potential Improvements - By Control 
35 
Loss/ Revenue/ Value Derived (INR 000s) 
5,000 
3,750 
2,500 
1,250 
0 
-1,250 
Before control After control Value 
1 2 3 4 5 
Risk 
3,4,5 Loss data 
1,2 Revenue data 
Illustration
ORM in ERM planet
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
The ORM Loop 
Processes 
give rise to 
Risks 
are mitigated by 
Controls 
act to reduce 
are managed within 
39
Expand the Agenda – Strategic Dimension of ORM 
Strategic 
Operational 
Financial 
Traditional 
Control 
Focus 
What can go wrong? What has to go right? 
Operational risks not mere for control but escalation to 
achievement of strategic objectives
41 
Four Cardinal Principles : To influence 
Risk Management is not for extinguishing risk 
BUT about What & how much to take AND What 
& How much not to take 
Risk Management does not guarantee that there will be no SHOCKS 
or SURPRISES 
BUT to enhance Shock Absorption Capacity 
Risk Management should lead to creation of economic capital 
BUT Over-capitalisation is not desirable 
Capital should not be regarded as substitutes for 
Fundamentally weak risk management Processes & 
internal control system
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 
42 
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 Management under BASEL era

  • 1. Operational Risk Management t 1 In BASEL regime Under-explored Territory By Kalyan Debnath For
  • 2. ! “I had always assumed - I had no reasons to doubt - that our controls were in good shape and reflected management’s desire to run a very tight ship” ! John Dove, director of Barings
  • 3. “You want a valve that doesn’t leak and you try everything possible to develop one. But the real world provides you with a leaky valve. You have to determine how much leaking you can tolerate” ! - NASA Scientist
  • 4. What can go wrong – The circle of misfortune 4 Many of these have risk management tools in place & are wedded to sophisticated technology – But ??? Source: ERisk.Com
  • 5. Why did they occur? 5
  • 6. The Paradox ! “Controls deter growth” ! OR ! “Growth undermines control” 6
  • 7.
  • 9. Basel II – The trigger for survival Minimum Capital Requirements Supervisory Review Market Discipline Introduces a three pillar approach to calculating regulatory capital in order to encourage better risk management practices Brings in the need for risk quantification & modelling for estimating capital charge. ! Capital should not be regarded as substitute of fundamentally weak risk management & control system. 9
  • 10. 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 •
  • 11. B u t m o s t u n f a m i l i a r l o s s e s h a v e o c c u r r e d i n t h e r e c e n t 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 11 What Is New About Operational Risk
  • 12. 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)
  • 13. Operational loss definitions I n d i r e c t v s . D i r e c t • 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”
  • 14. 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
  • 15. 15 ! Capital charge = g x EL Basel Proposals – The Measurement g factor set by regulators for each business line / risk type combination EL (Expected Loss) = EI x PE x LGE PE = probability of loss event, LGE = loss given that event Based on business line / risk type combination (set by regulators) Capital charge = β x EI β factor based on business line (determined by regulators) Based on business line (set by regulators – 8 such) Capital charge = α x EI α fixed charge in percentage terms (determined by regulators) Gross Revenue (Proxy for scale of OR exposure) Basic Standardized Internal Measurement (AMA) Exposure Indicator (EI) Capital Charge Factor The more complex the approach chosen, the lower the capital
  • 16. Likely Choice of Approach – G10 Operational risk management is yet to gain momentum across the BFS spectrum. But advanced countries have marched up the trajectory. G 10 countries and equivalents Commenced with the Standardised Approach initially: – Required to provide EI data (gross income) by business line – Need to have strong oversight of operational risk management framework – Regulator to provide the beta factor but banks need to track loss data – Satisfactory Pillar 2 compliance, policy and documentation Only a handful to qualify for the Advanced Measurement Approach (AMA): – Required to provide EI data (new deal volumes, trading volumes, transaction numbers and volumes, value of fixed assets, value of assets under management) by business line – Determine probability of a loss event (PE), based on internal loss data – Determine Loss Given Event (LGE), based on internal loss data – Regulator to provide the gamma factor – Ability to choose Standardised or AMA Approach for individual bus lines – Need strong oversight structure, robust loss event database, strong internal control system, risk reporting
  • 17. Appropriate Approach –Outside G10 • Basic Approach likely to be adopted by all for considerable time. • Large domestic banks active internationally may choose the Standard Approach – which will have both Pillar 1 and Pillar 2 implications. The strategy would be – Setting up MIS to produce required data in a reliable and consistent manner – Improving management of all aspects of operations to acceptable international benchmarks – Establishing Operational Risk management framework and processes throughout the organisation simultaneously to meet Pillar 2 requirements
  • 18. Pillar 2 - Regulator’s Approach to ORM under AMA • Pillar 2 focuses on qualitative aspects, which although at supervisory level, but the value proposition is tremendous. Key focus of regulators would be –Choice of framework –Process for assessing overall capital –Effectiveness of risk management process –Monitoring, risk reporting, data flow and other systems/data quality issues –Procedures for the timely tracking and effective resolution of risk exposures and loss events –Internal controls, reviews and audit –Effectiveness of mitigation efforts –Validation by external auditors/ supervisor –Documentation of policy, oversight system & controls
  • 19. What Does That Mean for a Non - G10 Bank • Clearly setting up process to capture loss events and the corresponding losses. • Creating historical database of loss events • Setting up MIS to produce required data in a reliable and consistent manner • Improving management of all aspects of operations, particularly in the use of technology, to acceptable international benchmarks • Establishing Operational Risk management framework and processes throughout the organisation simultaneously to meet Pillar 2 requirements • Making sure the processes for credit risk capital reduction is not missed – Improve credit risk management practices, including use of good internal credit rating models to qualify for minimum capital based on Internal Rating-Based (Foundation) approach – Clearly establishing interlinkages of credit risk with the operational risks arising out of credit processes.
  • 20. How to go about it
  • 21. 21 Step 1: Framework Development – Key Principles Governance Oversight Structure Articulates why the company is creating an Operational Risk Management Group and what the expectations of the group are • Management’s vision / agenda • Operational risk management’s mission statement • Guiding principles • Goals and objectives • Organization structure • Implementation strategy Common Language Helps create transparency and allows the organization to begin to create a common lens through which the organization can discuss and manage operational risk • Risk definitions and categorization • Risk assessment and quantification language • Operational risk classifications • Setting a risk attitude across the organisation • Risk tolerance levels and limits Clearly define and articulate each constituent’s role and responsibilities with respect to risk management throughout the organization • Board of Directors, senior management through to staff responsibilities • Reporting and escalation processes • Quality control •Integration with other risk management functions • Embedded in organization’s core processes • Realign the MIS and dashboards with risk language Operational Risk Management Framework Change Management Helps create a positive environment to support sustainable change which includes new processes, organizational structures, and new technologies • Top Management/ CEO Sponsorship • Linking and leveraging major change activities • Creating value at each level of the organization • Integrate performance measurement with Economic Capital, planning and budgeting, people effectiveness, management reporting, and assurance activities • Cultural integration through training and education • Communication to Business Lines of the vision, roles and responsibilities, value propositions, quick wins, and long term successes – ensure buy-in
  • 22. Step-2 Risk Identification, Assessment, Treatment and Mitigation 22 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
  • 23. Step-3 Risk Monitoring and calibration 23 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
  • 24. Step 4 A - Risk Measurement (AMA) •Left to the Banks. But must demonstrate that it captures potentially severe tail loss events. •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. 24
  • 25. Step 4 B- Risk Measurement (AMA) •Banks may use, subject to satisfaction of supervisor, correlation of operational risk losses across operational risk estimates – this would reduce aggregate capital charge. •Minimum five year observation of internal loss data. •Must also use external data for some risk events and perform scenario analysis for high severity events – this will enable testing of internal loss distribution & correlation estimate. •Sophisticated solution may include some actuarial modeling, bayesian modeling, complexity modeling and market pricing based valuation methods ! 25
  • 26. Managing Operational Risk to qualify for AMA
  • 27. 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.
  • 28. Route map for origin of key risk indicators
  • 29. 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
  • 30. 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
  • 31. 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.
  • 32. 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
  • 33. Facilitating Operational Risk Measurement & modeling – Residual Scorecard Model Approach • Creation of database for capturing loss events • Setting the rating parameters and rating logic Information system to evaluate the model parameters, particularly KRIs • Methodology to forecast the frequency & severity of events maturing • Looking through the window of controls put and the risk tolerance level set. • Arriving at the residual rating score Loss Event Data Key Indicator Data Control Effectiveness Data Residual Risk Score Risk Tolerance Window Rating Logic Residual Risk
  • 34. 34 Risk Rating Improvements - By Control Risk Transition Ris k 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 Illustration
  • 35. Costs vs. Potential Improvements - By Control 35 Loss/ Revenue/ Value Derived (INR 000s) 5,000 3,750 2,500 1,250 0 -1,250 Before control After control Value 1 2 3 4 5 Risk 3,4,5 Loss data 1,2 Revenue data Illustration
  • 36. ORM in ERM planet
  • 37. 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
  • 38. 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
  • 39. The ORM Loop Processes give rise to Risks are mitigated by Controls act to reduce are managed within 39
  • 40. Expand the Agenda – Strategic Dimension of ORM Strategic Operational Financial Traditional Control Focus What can go wrong? What has to go right? Operational risks not mere for control but escalation to achievement of strategic objectives
  • 41. 41 Four Cardinal Principles : To influence Risk Management is not for extinguishing risk BUT about What & how much to take AND What & How much not to take Risk Management does not guarantee that there will be no SHOCKS or SURPRISES BUT to enhance Shock Absorption Capacity Risk Management should lead to creation of economic capital BUT Over-capitalisation is not desirable Capital should not be regarded as substitutes for Fundamentally weak risk management Processes & internal control system
  • 42. 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 42 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
  • 43.
  • 44. 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 !