We review the activities of one of the very first industrial chairs at Ecole Polytechnique: the Microsoft Chair for Optimization and Sustainable Development. We follow their successes and failures, evaluate its impact, and comment on positive and negative points about the whole experience. Note that the seminar is planned right after the LIX seminar, thus it will be the opportunity to attend two seminars of our colleagues on the same afternoon.