At L’Oréal, we are continuously reinventing beauty experiences to engage with our consumers and meet their desires for self-expression in physical, digital, and virtual spaces. We are exploring generative AI to augment the creativity of our brands and partners, as well as deliver innovative expert services for our consumers. In this session, we will share our journey and discuss two key use cases on regarding our creative initiative and Beauty Genius, ou virtual beauty assistant  .