AI improves sales forecasting accuracy by analyzing large datasets from various sources like CRM systems, market trends, and economic indicators. It identifies patterns and correlations that human analysis might miss and continuously updates forecasts in real-time based on new data, allowing sales teams to make more informed and timely decisions.