Tannic acid (also known as tannic acid or tannin) is a water-soluble polyphenol commonly found in herbs and woody plants, such as vegetables, sorghum, fruits and red wine.Tannic acid (also known as tannic acid or tannin) is a water-soluble polyphenol commonly found in herbaceous and woody plants, such as vegetables, sorghum, fruits, and red wine.