Credit Risk Rating
Feb. 18, 2022, 12:01 p.m.Risk Rating
A “notation” or one grade which gives a holistic view of the borrower and indicates the;
- Industry outlook impacting the business
- Business risk factors related to the activity
- Capability of the Management in running the Business
- Financial position of the borrower
Content
- Understanding Credit Risk Rating Models:-
- Internal Rating Models
- External Ratings
- Using Credit Risk Rating for sound credit appraisal
Risk Rating - Objectives
- Establish standards for assigning ratings to borrowers/ obligors and facilities and for pooling of retail exposures
- Understand the role of rating systems in risk management and decision making processes
- Requirements of design, development and use of rating systems
- Risk estimates namely Probability of Default (PD) Facility rating grades
Risk Rating - Types
- External Rating
- Internal Rating
Point in Time (PIT): PIT assessment reflects the default risk over a one year horizon based on the current state of the credit cycle.
Through the cycle (TTC): TTC assessment reflects the default risk over the one year horizon based on the long term average of the credit cycle.
Facility Rating : Based on transaction level characteristics such as collateral type, product type, with key elements of LGD included.
Risk Rating – Business objective
- Identify the customers and understand the propensity to default in the future
- Decision making for onboarding customer and arrive at suitable limit
- Supplement the underwriting process
- To meet the regulatory requirements under the IRB framework for credit risk capital computation
- To predict probability of default (PD) and
- to assess risk of a borrower at the time of application and
- on-going through their internal / external transactional experience at frequent intervals.
Risk Rating – Key principles
- Rating assignments and periodic rating reviews shall not be in conflict with credit sanction
- Consistency in award of rating grades and descriptions for facilities posing similar risk
- Risk rating grades shall be refreshed at least on an annual basis , however for high risk limits and those with high exposures, the review to be at least on quarterly basis.
- Effective process to obtain and update relevant and material information on the borrower’s financial condition, and on facility characteristics
- Retail portfolio to be modeled separately with different characteristics bringing out the essence of risk
Risk Rating – Macro requirement
- Predictive and intuitive
- Sensitive to the risk characteristics and to industry and wider economic factors
- Classified within distinct attributes
- Consistent with the internal lending standards and loan policies
- Sufficient number of rating grades to allow a meaningful distribution of exposures
- No excessive concentration in rating grades
- Develop models distinctly based on sector / segment / Industry / scale of operation
Risk rating – Retail SMEs
- Retail SME exposures will be assigned to homogenous risk pools based on assessment of a range of similar underlying risk characteristics:
- Borrower risk characteristics (e.g. Business type, sub sector, constitution type, demographics such as age/occupation)
- Transaction risk characteristics, including product and/or collateral types (e.g. loan to value ) measures, seniority (first vs. second charge) etc. - Delinquency status of the exposure
Rating – Use test
- Ratings and risk estimates in all key credit decision making processes including:
- Loan Sanctions and terms of sanction
- Pricing of loans (risk based pricing)
- Setting approval authority for loans/investments
- Limit setting for counterparty/ obligor
- Portfolio management, monitoring risk adjusted returns and internal capital purposes
- Credit quality monitoring, loss forecasting and provisioning
- Internal and external reporting
- Strategic decision making
Rating – External Risk rating
Approved Rating Agencies approved by SEBI
- Domestic Credit Rating Agencies:
- Credit Analysis and Research Ltd. (CARE)
- CRISIL Ltd. (CRISIL)
- India Ratings and Research Pvt Ltd. (FITCH)
- ICRA Ltd. (ICRA)
- Acuity rating and Research P Ltd
- Brickwork Ratings
- International Credit Rating Agencies:
- Fitch Ratings Ltd. (FITCH)
- Moody’s Investor Services Ltd. (MOODY’S)
- Standard & Poor Rating Agencies Ltd. (S&P)
Rating – External Rating
- 2 types : (Long term/Short Term)
- Loan rating
- Issuer rating
- Review rating at least once during the previous 15 months
- Unsolicited ratings are not permitted for non-sovereign exposures
- Rating must be published in an accessible form and included in the ECAI’s transition matrix
- Cash credit exposures tend to be generally rolled over are considered as long term exposures
Risk Rating – Usage for Analysis
- Risk profile by grade, activity. Demography, geographical representation, constitution, Industry/ service segment/subsector/ business model/Nature of limit
- Migrations across different grades
- Risk parameter estimates for each grade
- Comparison of the actual default rates against the expected as predicted by the rating system
Rating – Role of Analyst
- Analysts play a very significant role in the rating process.
- Subjective elements of the rating needs to be thoroughly analyzed
- Relevant parameters shall only be picked up
- Looking at things not available in the papers
- Beyond the financial statements
- External factors affecting the borrowers business
RATING – Information assimilation
- External media, Internet etc…
- External Rating rationale
- comparison to similar Industries in the portfolio,
- Impact of Unhedged Foreign currency exposure , if any
- Conduct of account – Extent of overdues
- Number of time requested for Ad Hoc
- Number of days in overdue
- Number of times in and out of SMA status, current SMA status
Rating – Architecture
Credit Risk
- Industry Risk(External Factor)
Industry Characteristics
Industry Financials
- Business Risk(Efficiency)
Market Position
Operating
- Management Risk(Internal factors at borrowers level)
Track record
Credibility
Payment Record
Others
- Financial Risk
Existing Finance
Future Financial
Financial Flexibility
Accounting Quality
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