Organizing medical data on different pathologies requires teamwork and a general understanding of the disease. We have created for Sanofi, a platform that collects knowledge on pain from different specialists. The platform uses machine learning. It allows doctors to easily and quickly find the right answers to their questions or consult other specialists for a second opinion.