What is Credit Risk: Example and How Banks Manage the Credit Risk

Credit risk lies at the heart of every lending decision made by banks and financial institutions. It represents the possibility that a borrower may fail to repay a loan or meet contractual obligations.

On October 7, 2025, the Reserve Bank of India introduced 2 new frameworks to strengthen credit risk capital requirements. These reforms propose easing the capital or risk weightage set aside for various loan categories.

Effective credit risk management, as emphasised by the RBI, protects a bank’s capital and supports overall financial stability. Understanding its working, along with its types, formula and control measures, helps maintain sound lending practices and steady profitability.

Quick Synopsis

• Credit risk shows the chance of borrower default.
• RBI guidelines stress strong assessment and monitoring.
• Formula: EL = PD × EAD × LGD.
• Credit risk covers types like default, downgrade and country risk.
• Proper management ensures stability, trust and sustainable profits for banks.

What is Credit Risk?

Credit risk refers to the chance that a borrower may fail to repay the borrowed amount or interest as per the agreement. It affects both lenders and investors, as it leads to direct financial loss. Thus, banks and financial institutions assess credit risk before approving loans or investments.

• Quantifying Credit Risk with a Formula

It is measured through the Expected Loss (EL) formula:

EL = PD × EAD × LGD

Where:

• PD (Probability of Default): Likelihood that the borrower will fail to repay
• EAD (Exposure at Default): Total outstanding amount at the time of default
• LGD (Loss Given Default): Portion of the exposure the lender cannot recover after default

A Credit Risk Example

Suppose a bank grants a loan of ₹28 crore to ABC Industries Ltd. The company later faces liquidity issues and defaults on repayment.

The bank estimates:

Probability of Default (PD): 100%

Exposure at Default (EAD): ₹28 crore

Loss Given Default (LGD): 36%.

Expected Loss = PD × EAD × LGD

= 1.00 × ₹28 crore × 0.36

= ₹10.08 crore.

Thus, the bank expects a potential loss of ₹10.08 crore, while the remaining ₹17.92 crore can likely be recovered from pledged assets.

Different Types of Credit Risk

The newly proposed RBI changes primarily focus on differentiated risk weights for corporate loans, MSME loans and real estate exposures. Since such credit risk can arise in various forms depending on the borrower and loan type, it is essential to understand its key classifications.

Let’s explore the different types of credit risk in detail: 

Default Risk 

It arises when a borrower fails to repay principal or interest on time. It can impact any credit transaction, whether it is a loan, mortgage, bond or derivative. Borrower’s income, assets and market conditions influence this risk.

Concentration Risk

It occurs when a lender’s exposure is focused on one borrower, sector, or region. Financial distress in that area can cause heavy losses. Diversification helps reduce it.

Country Risk

It arises when political or economic instability in a nation affects a borrower’s ability to repay. Changes in government policies, currency controls or taxation can hurt repayment ability.

Downgrade Risk

It arises when a borrower’s credit rating is lowered due to weaker financial performance or higher debt levels. Such downgrades can reduce the market value, liquidity and investor demand for the borrower’s bonds or loans in the secondary market.

Institutional Risk

It results from weak governance or insolvency of a financial institution. For instance, if an insurance company becomes insolvent or is found to be fraudulent, it may fail to fulfil its commitments, leaving policyholders without their due claims or maturity benefits.

5Cs of Credit Risk

Banks use the 5Cs to assess a borrower’s financial strength and repayment ability. These are: 

1. Character: Evaluates the borrower’s honesty and reliability through their past repayment behaviour and reputation
2. Capacity: Measures the borrower’s income, expenses and existing liabilities to gauge repayment ability
3. Capital: Examines the borrower’s net worth, investments and ownership in the business to determine financial stability
4. Collateral: Considers the value of assets pledged as security to reduce potential losses
5. Conditions: Reviews loan purpose, market trends, interest rate environment and repayment terms to ensure suitability

Steps to Manage Credit Risk

Efficient credit risk management ensures the bank stays profitable while protecting its capital. It combines assessment, control and strategic planning to reduce losses and maintain stability.

1. Credit Analysis and Rating: Banks check a borrower’s income, history and repayment capacity to judge reliability. They assign a credit rating that shows how risky the borrower is and how much loss could occur if repayment fails.
2. Credit Pricing: Banks set interest rates that match the risk involved. Metrics like RAROC and EVA help calculate fair rates that cover expected losses and expenses.
3. Credit Monitoring and Control: Banks track repayments, financial reports and early warning signals. Credit limits, collateral and audits ensure exposures stay within safe and regulatory limits.
4. Risk Management Strategies: Diversification spreads exposure across borrowers and industries. Mitigation uses guarantees, collateral or insurance. Proper pricing balances risk and return, keeping portfolios strong and stable.

Final Word 

Credit risk in banks and financial institutions remains one of the biggest challenges. Poor credit management can hurt profits, reputation and long-term stability. Strong assessment, diversification and constant monitoring help reduce losses.

Managing credit risk is not just about lending safely but also about protecting customer trust and financial growth. Sound risk control builds a stronger, more secure banking system.

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