Hotels, airlines and cruise operators say they are dropping prices at the last minute because of lower demand as well as difficulty in forecasting sales.

But if their sales forecasting is not on the button, companies risk annoying consumers who cannot get hold of their products because they are out of stock.

All too often, poor sales forecasting and production planning mean that a lot of cash ends up trapped in a company's warehouses in the form of unwanted products.