This report describes the main themes and issues discussed during the Committee on World Food Security (CFS) at the side event "Strengthening Agricultural Innovation Systems for Family Farming. Multi-stakeholder processes to develop capacities to innovate for food and nutrition security", which took place on Thursday 17 October 2019 at FAO Headquarters (Rome, Italy).