Thanks for your feedback. Yes, the NB Model can be used for forecasting demand. But watch out for autocorrelated data. If you have autocorrelated data, a SARIMAX or an Integer ARIMA model might work better. You may want to check out my article on ARIMA with Regression Errors.

'best