Organizing medical data on different pathologies requires teamwork and a general understanding of the topic. For Sanofi, we have created a platform for pain, allowing to collect the knowledge of different specialists on the subject. The platform uses machine learning. It allows doctors to easily and quickly find the right answers or to consult another specialist in order to confirm their diagnosis.