Forecasting is one of the earliest areas to deploy analytics but its still relevant. Traditional means of forecasting based on averages and manually considering seasonality affects your forecast accuracy. If the complexity is high (example an organization with multiple stock keeping units of SKUs), the accuracy can suffer significantly.