Head of the studies and evaluation unit at the Centre national de la musique, which, in coordination with all music industry stakeholders (unions, artists, labels, distributors, platforms, etc.), produces observations and analyses of the French market in order to shed light on the economic and social challenges facing the industry. Among the cluster's achievements are studies such as the manipulation of online listening, music usage in France and current music festivals, as well as the certification of albums and singles for export.