Sherry differs from other wines because of how it is treated after fermentation. After fermentation is complete, it is fortified with brandy. Because the fortification takes place after fermentation, all natural sherries are dry; any sweetness is applied later. In contrast, port wine is fortified halfway through fermentation, stopping fermentation so not all the sugars are allowed to turn into alcohol and so leaving a sweet wine.
