Operational risk teams rely on two cornerstone tools to keep processes safe and compliant: Risk and Control Self-Assessment (RCSA) and Key Risk Indicators (KRIs). Together, they identify where things can go wrong, evaluate whether controls are working, and track early warning signals against clear risk appetite thresholds. The result is sharper visibility, faster escalation, and…
Introduction Operational risk loss data forms the foundation of a strong risk management framework. When collected and analyzed effectively, it transforms isolated incidents into enterprise-wide insights—supporting governance, capital planning, and stronger internal controls. By combining internal incident histories with external industry data, organizations can better address rare but severe risks, benchmark performance, and refine scenario…
Operational risk has become a central concern for financial institutions worldwide. Unlike credit or market risk, it is not confined to a specific category of transactions but permeates all organizational functions. Driven by emerging technologies, growing complexity in financial systems, and stricter regulatory expectations, operational risk demands a structured and strategic approach. Developments Giving Rise…
Overview and intentValue at Risk (VaR) estimates the maximum expected loss over a specified horizon at a chosen confidence level, giving a single, comparable summary of market risk across portfolios and desks. It answers: over horizon T, with confidence level p, what is the worst loss not exceeded under normal conditions. It is widely used…
Duration explained • Duration measures a bond’s sensitivity to interest rate changes and can also be viewed as the present value–weighted average time to receive cash flows, expressed in years. • Intuition: higher duration means greater price movement for a given yield change; lower duration dampens price swings. • For a small change in yield…
Interest rate risk is quantified using sensitivity-based measures that translate small yield changes into price and P&L impacts, enabling precise hedging and portfolio construction. This article explains core methods: the sensitivity approach, price value of a basis point (PVBP), portfolio PVBP computation, hedging using PVBP, other practical PVBP applications, and duration. Measurement of interest rate…
Fixed income securities deliver scheduled cash flows via interest and principal, with India’s debt markets operating under RBI (sovereign, money markets) and SEBI (corporate bonds) oversight. What is a bond? A bond is a debt contract where an issuer raises funds and commits to periodic coupons and principal redemption at maturity, first sold in primary…
Market risk in banking demands a well-defined organizational structure, robust strategies, and disciplined policies. Effective frameworks not only protect banks from financial shocks but also align trading activities with regulatory expectations and shareholder interests. Let us explore how banks structure themselves to manage market risk and trading activities, and how strategies, policies, and procedures work…
Risk management lies at the core of banking operations, ensuring stability, regulatory compliance, and sustainable profitability. In a dynamic financial environment, banks face a wide spectrum of risks—ranging from market-driven volatility to model errors—that must be identified, measured, and mitigated through systematic policies and strategies. Below is a comprehensive overview of the major risks associated…
The Reserve Bank of India in its press release today (May 28,2015) advised banks to encourage large agricultural borrowers such as agricultural commodity processors, traders, millers, aggregators, etc., to hedge their risks related to agricultural commodity prices. Banks provide a number of credit facilities to customers engaged in activities related to agriculture. One of the…