Sharing TBC Bank experience on Credit Risk under ICAAP
Dec 23, 2015
Sharing TBC Bank experience on Credit Risk under ICAAP
Overview
Credit Risk Governance
Credit Risk Management
Credit Risk Stress test
Way Forward
1
2
Agenda
POS Terminals
3,295
ATMsTBC / TBC&Constanta
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No 1 in Retail Deposits – 34% of market share as at 30 September 2013;
A leading bank in the country with 27% and 25% market share of total customer loans and total assets respectively as at 30 September 2013;
Number of customers: over 900k; Number of employees: c. 4,000;
Entered microfinance segment in May 2011 through acquiring Bank Constanta
Presence in Azerbaijan-subsidiary TBC Kredit - non-banking credit organizationBranches
TBC / TBC&Constanta
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TBC Bank at a GlanceKey Facts About TBC Bank
Shareholder Structure
Source: Market Shares are based on National Bank of Georgia and include Bank Constanta.
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Loan Portfolio Composition by Business Segments – 30 Sep 2013
TBC Financial Highlights and Ratios (30 September 2013)
Note: Exchange Rate Used: USD/GEL 1. 6644 as at 30 September 2013
BB-/Stable (FC Long Term IDR) B1/Stable (Bank Deposits – Fgn Curr)
Affirmed on 14 June 2013 Affirmed on 1 November 2012
B (FC Short Term IDR) Ba3 (Bank Deposits – Dom Curr)
Note: Number of accounts and number of employees include Bank Constanta
GEL million USD million
Total assets 4,015 2,412
Net loans 2,618 1,472
Customer deposits 2,614 1,570
Stockholders’ equity 689 414
Financial Ratios
ROaE (annualized) 18%
Cost to income 52%
Tier 1 CAR (BIS) 23%
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Two Founder Shareholders 26.70%
European Bank for Reconstruction and Development (EBRD) 19.80%
International Financial Corporation (IFC) 19.80%
Deutsche Investitions-und Entwicklungsgesellschaft (DEG) 11.31%
JP Morgan 4.96%
Ashmore 4.20%
Netherlands Development Finance Company (FMO) 5.26%
Management and others 7.97%
What is ICAAP
Regulatory Capital requirements of the bank will be defined in Accordance with Basel 2/3 requirements
Pillar 1
Capital charge is calculated based on NBG regulation.
Basel II and III are recommendations on banking regulations published by the Basel Committee on Banking Supervision
National regulators decide to adhere to Basel committee regulations and set the requirements and timeline to the banks.
The banks were required to be compliant with Pillar 1 requirements by June 2014 and submit first ICAAP by September 2014
Components of Basel 2/3
Pillar 2
Banks Estimate its capital requirements. Use stress tests to double check its solvency.NBG approval is needed.
Pillar 3
Banks need to disclose its capital calculations to interested parties.
Basel II/III Overview>>
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TBC Experience in Implementation
Feb 2012 Mar Apr May OctSepJun Jul Aug Nov Dec FebJan 2013
External consultant selection
High Level Gap analysis. Credit review
Detailed Gap Analysis Implementation and Capital CalculationICAAP
Availability of high quality data
Development of adequate framework
Integration of the processes into day to day management
ICAAP implementation included:
Major improvements in risk management including credit, operational, market and other risk management
Significant changes in corporate governance both on the Supervisory and Management board level
In total:
25+ people from the banks side and two outsourcing companies including Ernst & Young were involved in the project
Timeline>>
Summary>>
Main Challenges>>
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Capital assessment and planning in accordance with the risk profile
Better capital management through better capital allocation practice
Better understanding and management of the risk that banks face
Enhanced corporate governance
Enhanced transparency in capital calculation and risk management resulting in enhanced trust from regulators and investors
Main Benefits>>
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Credit Risk Breakdown
Risk Weighted Exposures Pillar 1 Pillar 2
1 Credit Risk
1.1 Credit Risk 3,380 3,380
1.2 FX Induced Credit Risk 1,272 437
1.3 Concentration Risk - 455
2 Market Risk 4 4
3 Operational Risk 344 81
4 Strategic risk - 67
5 Reputational risk - 67
6 Interest rate risk - 127
7 Total Risk Weighted Exposures 5,000 4,619
In million GEL Data as of Dec 2013
Compared to Pillar 1 Pillar 2 contains number of additional risks Credit risk remains significant part of both Pillar 1 and Pillar 2 Risk Weighted Assets
92%
Credit Risk Under ICAAP
Credit Risk Governance
Credit Risk Management
Credit Risk Stress test
Way Forward
2
7
Agenda
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Introduction to the Risk Management FunctionTBC considers its risk management function to be fundamental to its business
Principles of Risk Management>>
TBC conducts its business with a view towards long-term sustainability
TBC pursues a strategy that excludes any involvement in transactions that could pose an unacceptable risk for TBC’s activities, development and reputation
The materiality of each risk to which TBC is exposed across the corresponding asset classes is mainly determined based on size of exposure, the current nature of processes and related controls
The more material a risk exposure is, the more efforts and resources are devoted to its analysis and more sophisticated approaches and complex methods are applied to its measurement
TBC either accepts exposure to a risk or hedges against it, depending on the type of risk
TBC’s accepts risk exposure according to the predefined risk appetite limits set by the Supervisory Board and Management Board
Risk Management Process>>
TBC conducts its risk management activities within the framework of its unified risk management system
Treasury
Supervisory Board
Risk ethics andcompliance committee Management Board
Financial risks Underwriting
Corporate
SME
Retail
Risk management
Credit risk
Strategic risk
Legal department
Operational risk
Business
Retail
Repossessed assets
Deputy CEO,CFO
Deputy CEO,CRO
Compliance department
AML
Compliance
Audit committee
Credit committee Operational risk committee CEO Problems Loans
Committee Internal audit
Information securityInternal control
Reputational risk
Loan approval committee
ALCO
Problem loans
Risk Management Structure: Overview
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Corporate Governance committee
Remuneration Committee
Define risk management strategy
Define risk tolerance/appetite levels
Review and recommend Supervisory Board on risk management policies
Review and recommend Supervisory Board credit portfolio forecasts and budgets
Review portfolio trends and actual figures vs. budget
Transform the strategic direction set by the supervisory board and institute an effective hierarchy for its implementation
Ensure the existence of effective risk management system
Risk Management Structure: Principal Bodies
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Risk, ethics and compliance committee
Problem loans committee
Underwriting
Risk Management
Management Board
Supervisory board
Credit committee
Data Quality Management
1
2
3
4
5
6
7
8
Responsibilities
Objective
Risk, ethics and compliance committee
Problem loans committee
Underwriting
Risk Management
Management Board
Supervisory board
Credit committee
Data Quality Management
1
2
3
4
5
6
7
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Approve TBC’s overall strategy
Approve TBC’s risk strategy
Approve risk tolerance/appetite levels
Approve risk management policies
Approve credit portfolio forecasts and budgets
Review portfolio trends and actual figures vs. budget
Approve related parties’ loans
TBC’s Overall risk management
Advise the Supervisory Board on high-level risk related matters, via overseeing TBC’s risk strategy and management of risk within TBC, also reviewing Risk Maps
Approve credit facilities to the borrowers in case the aggregated liability of the borrower exceeds 5% of the Bank's Basel capital
Develop an ethical culture within TBC. Periodically review and update TBC’s Code of Ethics
Monitor the compliance of TBC’s operations with the statutory legislation and internal policies
Support the Supervisory Board inits work with and supervision of risk management
Commit TBC to the highest standards of ethical behavior
Oversee TBC’s compliance function
Prin
cipa
l Bod
ies
Prin
cipa
l Bod
ies
Func
tions
Func
tions
Considers and makes decisions on:
(i) the problem asset recovery plan; (ii) repossession or sale of collateral; (iii) collection and recovery of all written-off loans;(iv) approval of costs associated with loan recovery; and(v) restructuring of problem loans
Monitor TBC's portfolio of problem assets through all phases of collection
Is responsible for the timely identification and assessment of credit risks and outlining mitigation actions regarding those risks that should be reduced
Develops adequate tools and models for effective credit risk management, such as application and behavioral scorecards and rating models
Develops models for stress testing in order to assess credit exposures under various scenarios and make corresponding conclusions for capital adequacy and provisioning purposes.
Ensures the maintenance of a balanced loan portfolio and the correspondence of actual risks to the predefined limits
Review the quality of the TBC’s loan portfolio
Discuss industry trends
Ensure timely reaction to the developments on the market
Ensure the quality of the credit portfolio is in correspondence with the TBC’s risk appetite
Ensure TBC’s lending guidelines are consistent with legislation and regulatory policies
Define strategic principles and critical processes of data management Manage planning of data control
Define critical data as well as minimum quality requirement Monitor data quality Manage execution of data control
Data Quality goal is either to reduce or avoid errors and redundancies, as well as set up corrective and preventive controls to achieve and maintain appropriate to business purposes data quality standards
Reviews loan presentations on credit exposures prepared by the loan officers and credit analysts to ensure that
(i) the analysis is complete;(ii) comprehensive information is gathered to assess the borrower's risk
profile;(iii) all relevant risks are identified and adequately addressed and(iv) the loan is properly structured.
Oversees the monitoring process of Corporate and SME Loans in order to discover in a timely manner any deterioration in a borrower's repayment capability
Is involved in the applications approval process as members of corresponding loan approval committees.
Overview
Credit Risk Governance
Credit Risk Management
3.1 Counterparty Default Risk
3.2 Concentration Risk
3.3 Currency Induced Credit Risk
Credit Risk Stress test
Way Forward
3
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Agenda
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Credit Risk ManagementAs a result of risk identification and assessment process, the following types of credit risks are identified:
Counterparty Default Risk
Concentration RiskCurrency Induced
Credit Risk
Residual Risk
A
B
C
D Credit Risk Types
Risk of deterioration of portfolio quality due to large exposures to small number of
borrowers, or individual industries
Risks due to presence of foreign currency denominated loans in the portfolio
Risk resulting from the use of credit risk mitigation techniques
Risk of negative consequences associated with defaults or non-fulfillment of
concluded contracts in credit risk bearing operations due to a deterioration in the
counterparty’s credit quality
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Credit Risk Management Framework
The Supervisory Board approves and annually reviews TBC’s Risk Management Strategy and key risk polices₋ the Risk Management Strategy outlines key principles for credit risk management, sets risk tolerance levels and a detailed plan
The Management Board oversees:₋ the development of the relevant policies and procedures to identify, measure, monitor and control key risks₋ the implementation of an effective organisational structure to execute and implement these policies
Key principles Establishing an appropriate credit risk environment Operating under a sound credit-granting process Maintaining efficient processes for credit risk measurement, control and monitoring
Comprehensive assessment of a borrower's risk profile Credit approval and covenant Setting Automated processing based on scoring models
Monitoring timeliness of debt repayments Review of business borrowers financial conditions Reassessment of collaterals value Behavioural ratings update
Identification and monitoring of doubtful loans on watch Formulation of collection strategies Cooperation with the external collection agencies
Review/analysis of the overall portfolio dynamics Management of loan exposure / concentration levels Performance of portfolio stress tests (currency induced credit risk assessment, enterprise wide stress test) Development of scoring and rating models
NBG provisioning IFRS provisioning
A1
A2
A3
A4
A5
Policies, process and procedures
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A. Corporate and SME Loans - Credit Approval Process
Origination
SME loans
Corporate loans
Applications originate at TBC’s head office
Credit analyst together with corporate banker analyses loans and company’s financials, structures credit facility and assigns a rating
Collateral is appraised by an independent internal or external appraisers’ group
Corporate credit risk manager (loans> GEL 2mn) ensures complete analysis from credit analyst, identification of all risks and proper structure of loans
Loan submitted to the centralized Corporate loan approval committee
In the event that all members of the relevant Loan approval Committee agree unanimously, the loan is approved
A corporate loan to a "large borrower" (a borrower with exposure to more than 5% of TBC Bank's Basel capital) would require the review and approval of the Risk, Ethics and Compliance Committee
Applications originate at TBC’s branches
Loan officer analyses loan purpose and the company’s financials and assigns a rating. Collateral is appraised by internal appraisers’ group
Loan is reviewed by the branch’s internal committee to ensure completeness of the loan application documents and the loan officer's analysis
The loan is submitted to the centralized SME loan approval committee
In the event that all members of the relevant Loan approval Committee agree unanimously, the loan is approved
Project analysis and review Decision
A1
Retail MicroCorporateSME
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A. Corporate Customers Desired Ratios
Ratios are analyzed in comparison with peer and industry data. Both historical and projected ratios are considered for analysis:
Debt/EBITDA
Debt/Equity
EBIT/Interest
Current Ratio
Debt Service Cover Ratio
In addition, TBC Bank may utilize other ratios – mostly industry-specific ones, that are used for the analysis of specific company or industry. Please also note that these ratios are not mandatory, they rather shape desired limits of respective financial measurements. Out of these ratios, Debt/EBITDA, DSCR and Debt/Equity are more important
Ratio Definition Benchmark
A1
From 1H 2014 this will change and TBC Bank will introduce industry specific ratios Current estimate examples are:
Trading Operations: Debt/Equity < 4, Telecommunications: Debt/EBITDA < 4; Project Finance (Power Generation): Debt Service Cover Ratio (DSCR) > 1.50
Final grade consists of :Industry score (20%)Qualitative Borrower score (15%)Quantitative Borrower score (65%)
Rating models>>
Quantitative criteriaEvaluation of solvency Cover debt service through gross profitEffectiveness of operationsAssessment of profitabilityEarnings volatilityDividends / Net incomeCoefficient of autonomyValuating of client’s liquidityRates of turnover
Industry assessmentFinancial StabilityEconomic VolatilityDemand TrendBarriers to EntrySector CompetitionAccess to InputsOperational Gearing and Capital Intensive
Qualitative criteriaCompany's position in the industryOrganizational and managerial activityCompany’s governanceFinance, accounting and control Business reputationRelationship with the Bank
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A. Corporate and SME Loans – Rating modelA1
Expert model was developed together with Ernst &Young during Basel II/III implementation project At present the model is applied for portfolio quality monitoring. Given the expert origin, the model is carefully monitored for validity Once the model is validated, it will be used as a supporting tool in credit approval process, for limit setting and pricing
purposes, for provisioning purposes
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A. Retail Loans - Credit Approval Process
Origination Project analysis and review Decision
POS loans and Credit Cards
POS loan are originated by merchants acting as TBC's agents or TBC staff located at the merchant
Credit Cards originate in branches
POS loans and Credit Cards applications are assessed using application scoring model and credit bureau ratings
Scoring is applied once the borrower meets the minimum requirements for the product, such as age, minimum income, and similar criteria
Automated Approval and Rejection zones are defined individually for products, based on performance of loans within these segments
Mortgage Loans, Consumer Loans, Car Loans
Applications originate in branches
Loan officer gathers and reviews preliminary information and determines the type of credit facility that best meets the applicant's needs
Checks are made in internal and external databases (Credit Bureau, Public Registry, Civil Registry)
Thorough analysis of credit application is conducted
Collateral is appraised by internal appraiser’s group
Loan submitted to the centralized Retail loan approval committee
A2
Retail MicroCorporateSME
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A. Retail Loans - Credit Approval Process A2
Decision based on scorecards
TBC Bank has started assessing POS loans and Credit Cards applications using Scoring Model from 2008 and 2012 respectively
Automated Approval and Rejection zones are defined individually for products, based on performance of loans within these segments
Applications that fall in manual zone are assessed by Centralized operations management department. Phone calls are undertaken to the work place and family members of the borrower in order to cross check the data provided by the borrower in the application
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A. Retail Loans - Ratios
PTI
LTV
Debt Service Ratio
Maximum portion of revenue, which can be applied to cover the loan
Net Revenue Amount (In case of dividends median of Revenues for the last twelve months)
US Dollars
Revenue Share
Standard Allowed
< 600 25% --< 1 000 30% 40%< 1 500 35% 45%< 3 000 40% 50% >= 3 000 50% 60%
(Borrower’s Family Total Revenue – Total Costs) / Monthly Installment >= 1.3
Real Estate Car / Land
70% 60%
Loan Amount / Collateral Market Value (LTV) differs according to Collateral Types:
A2
Utilisation of facilitiesFrequency of credit limit usage, deposits, current balance of the loan amount, etc
Data from applicationGender, work experience, type of the client, etc
Macroeconomic variablesRefinance rate, GDP, etc
Length of credit historyLength of credit history
Payment behaviourInformation about payment overdues: current overdue days, maximum length of overdues in the last 12 months, etc
Rating models>>
A. Retail Loans – Rating Model
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A2
Behavioural rating model for retail loans was developed by Experian in 2012 based on the Bank’s five years statistical data In compliance with Basel regulation three models were developed for:
(1) loans secured by real estate, (2) credit limits, and (3) other retail loans For each segment the model is further differentiated according to the number of months on books of the loan: less than 6
months on books and more than 6 months on Following variables are included in the model (with approximate weights) books
Overview
Credit Risk Governance
Credit Risk Management
3.1 Counterparty Default Risk
3.2 Concentration Risk
3.3 Currency Induced Credit Risk
Credit Risk Stress test
Way Forward
3
21
Agenda
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A. Concentration RiskB
Concentration management is a significant function of credit risk management
Already Implemented
The system is already established to identify, measure, monitor, and control credit risk concentrations
TBC limits the level of credit risk it undertakes by placing limits on concentrations of:
(i)single borrowers and groups of related borrowers; (ii) single industry and groups of "higher-risk" industries
New methodology is under development for concentration risk management
Credit concentration risk measurement process will be improved based on the Central Bank of Spain’s guidelines
Reasons for selecting Spanish regulation: Spain was strongly effected by the global financial crisis 2007-2012, the following global recession 2008-2012, and by the European sovereign debt crisis The Spanish credit market is heavily dependent on mortgages in particular and on real estate in general The Spanish simplified option is considered good regulatory practice and implemented in a similar form by several Eastern European regulators (i.e. the Slovenian and the Serbian regulator) The Spanish simplified option is consistent with the Basel 2 standardized approach to credit risk measurement and results into concentration risk numbers that are easily comparable across the banking industry
Two Types of Concentrations are managed: Single name and Sectoral concentration Concentration indexes will be calculated using Herfindahl-Hirshman Index (HHI)
Under Development Process
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A. Concentration RiskB
Single Name Concentration>>
The surcharge should be applied to the capital requirements for credit risk relating to the borrowers included in the calculation of the individual concentration index (Σy).
Number of Borrowers assessed: 1,000Grouping method: Largest Borrowers or Group of Borrowers
Individual Concentration Index
x is the total direct exposure to the groups under the top 1,000y is the direct exposure to the groups under the entire portfolio
Individual Concentration Index Multiplier
0.10% 0%
0.15% 2%0.30% 7%0.60% 15%
1.20% 27%
2.40% 60%
4.80% 129%
9.60% 248%
42.80% 1071%
Sectoral Concentration>>
Number of industries assessed: All industries
The sectoral concentration index (HHIS) of the credit portfolio is calculated as following:
Σxi2 / (Σxi) 2 * 100
x is the value of risk exposure to each economic sector
The surcharge should be applied only to the capital requirements for credit risk relating to the exposures included in the calculation of the sectoral concentration index
Sectoral Concentration Index Multiplier
0 < ICS < 12 0%
12 < ICS < 15 2%15 < ICS < 20 4%20 < ICS < 25 6%
25 < ICS < 100 8%
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A. Concentration RiskB
Limits>>
Stress Tests>>
In addition the Bank will undertake concentration risk stress tests on a quarterly basis
Under stress testing the Bank will assess what would be the loss of regulatory capital if the top 1, 3 and 5 borrowers default in the same time
Results of stress test will be applied for credit risks monitoring purposes and will be communicated to the Management Board on a quarterly basis
In addition to HHI suggested by Central Bank of Spain TBC Bank will limit single name concentration risk, using top 1, 5, 10 and 20 borrowers exposures ratios
Actual limits vs maximum limits will be communicated to the Management Board on a monthly basis and to RECC on a quarterly basis
Overview
Credit Risk Governance
Credit Risk Management
3.1 Counterparty Default Risk
3.2 Concentration Risk
3.3 Currency Induced Credit Risk
Credit Risk Stress test
Way Forward
3
25
Agenda
26
A. Foreign Currency Induced Credit RiskC
Overview
Credit Risk Governance
Credit Risk Management
Credit Risk Stress test
Way Forward
4
27
Agenda
28
Stress Tests
Enterprise Wide Stress Testing>>
Stress-testing is performed to estimate potential losses in case of highly improbable but severe macroeconomic conditions and ensure sufficient capital is in place to withstand the stress
Key actions
Following macroeconomic parameters are stressed:
• GDP Growth -15%• CPI Change -10%• Unemployment 17% • Exchange Rate 18% • Real Estate Change 39%
Stress scenarios are defined based on (i) most severe GDP decline in Georgia and its peer countries during the last 8 years and (ii) stress scenario provided by NBG
Yearly bases dependences and correlations are assessed between these macroeconomic variables and Bank’s losses. Based on identified dependencies, potential credit losses are estimated for individual products and industries in case of stress
scenario
The results of EWST are expressed as the amount of capital needed in order to withstand the full potential losses resulting from the specified stress events.
Stress-testing is performed quarterly or more frequently in case of a significant change in the market conditions
Overview
Credit Risk Governance
Credit Risk Management
Credit Risk Stress test
Way Forward5
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Agenda
30
Way Forward (Credit Risk Focus Under ICAAP)
II PhaseI Phase-Accomplished Results
Developed Risk Strategy that is in line with Bank’s business strategy
Corporate customer rating model was introduced. Existing rating model was updated in accordance with Basel 2 requirements
Retail client rating model was introduced
Currency Induced Credit Risk (CICR) assessment was performed and respective model was developed
Improved Concentration risk management
Enterprise Wide stress test has been developed and performed
Enhanced corporate governance and credit risk management bodies
Introduced risk based audit planning compliant with Basel requirements
Introduced Economic capital framework that is the first step to risk adjusted performance appraisal
Further improving application scorecard for retail loans
Enhance overdue loans management process for retail loans
Implement Internal Rating Based approach for retail loans
Further improve business loans assessment model
More mature Credit Risk management
Better assessment of capital
Direct link from borrowers’ risk profile to capital charge