Inside the ECL Engine: How Banks Estimate Future Credit Loss
When people hear “Expected Credit Loss,” they often think of an accounting calculation. But in practice, ECL is much more than a formula. It is a risk prediction framework that brings together data, models, assumptions, economic forecasts, and governance controls to estimate how much loss a bank may face in