Large scale translation involves utilizing advanced machine translation engines like Google Translate, Microsoft Translator, and Amazon Translate to automate the translation of vast amounts of text. These engines employ neural machine translation (NMT) techniques to deliver high-quality translations with near-human fluency, making it a valuable tool for businesses seeking to expand their global reach and communicate effectively with diverse audiences.