This paper reports on the panel discussion on “AI meets Enterprise Modelling” held at the PoEM 2019 conference in Luxembourg. The panel was concerned with the interplay between AI and enterprise modelling. Both in terms of how AI may benefit enterprise modelling activities, as well as conversely how the role of AI in modern-day enterprises provides new challenges to be included in enterprise modelling.