The reformulation agent takes an existing text as input and proposes an alternative version that is clearer, simpler or adapted to a given audience. For example, it can transform a complex legal text into everyday language, or reformulate a technical document for commercial use. It uses advanced paraphrasing and lexical simplification techniques. Users are varied: writers, communicators, lawyers, trainers, but also anyone looking to make a message more powerful. The benefits: improved clarity, adaptation to different audiences, reduction of misunderstandings and optimization of internal and external communication.