Value-at-risk is a statistical methodology used to quantify the potential downside risk of financial instruments, portfolios, or entire firms. This measure estimates the maximum likely loss over a defined time horizon at a specified confidence level, serving as a crucial metric for risk management, regulatory capital assessment, and financial stability analysis.