Forecast verification is the process of assessing the quality and accuracy of predictions made by forecasting models, providing critical insights into their reliability and limitations. It involves evaluating the performance of forecasts using various statistical metrics and methodologies to ensure that they meet the desired standards for decision-making purposes.