Balancing Goals with Risk and Reward: Strategy, Risk Appetite, and Loan Policy in Banking
Credit Risk Management (CRM) is the backbone of sound banking practices. It ensures that banks strike a balance between growth-oriented lending and prudent risk control. An effective framework combines strategy, financial goals, loan policies, due diligence, underwriting standards, and organizational discipline to safeguard both customer trust and shareholder value. Strategic Approach to Credit Risk Credit…
Read article Foundations of Credit Risk: Framework, Culture, and Core Building Blocks
Credit risk management is essential to protect capital, sustain earnings, and enable prudent growth across credit cycles, making it a foundational pillar of safe and sound banking practice. Need for a framework A formal credit risk management framework ensures risks are consistently identified, measured, monitored, controlled, and reported across the credit lifecycle, aligning day-to-day lending…
Read article A Guide to Credit Risk: Balancing Borrower, Portfolio, Systematic, and Unsystematic Exposures
Credit risk is at the heart of banking and finance. Every loan or investment carries the possibility that the borrower may fail to meet repayment obligations, creating a serious challenge for financial institutions. A well-structured credit risk management framework helps in identifying, measuring, monitoring, and controlling this risk so that banks can protect their balance…
Read article Liquidity Risk Management: Concepts, Drivers, and a Robust Framework for Indian Banks
Subtitle: A practitioner’s guide to liquidity, solvency, measurement, stress testing, and governance IntroductionLiquidity is the ability of a bank to fund asset growth and meet obligations as they fall due without incurring unacceptable losses; solvency concerns long-term capital adequacy and balance sheet net worth. The two are related but distinct—institutions can be solvent yet illiquid…
Read article New Trends in Indian Banking and the Road Ahead for Risk Management
India’s banking system is in the midst of a decisive shift driven by digital public infrastructure, AI-enabled operations, regulatory tightening, and a renewed focus on resilience and inclusion. The go-forward risk agenda must integrate technology, governance, and forward-looking stress capabilities to safeguard growth while enabling innovation. Digital rails and embedded finance Responsible AI and analytics…
Duration Gap, Stress Testing, and Backtesting in Bank ALM: A Practitioner’s Guide
Duration GAP Analysis, stress testing, and backtesting are foundational tools in a bank’s Asset-Liability Management (ALM) toolkit to manage interest rate risk and protect both earnings and economic value of equity (EVE). Structured measurement reports connect these analytics to governance, limits, and action. This article outlines a cohesive approach suitable for policy frameworks and ALCO…
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