The dairy industry is facing several challenges in the future (shortage of natural resources, increased demand, volatility of prices,...). Research and innovation can contribute to overcome these challenges. This colloquium will review research activities in different locations and by different parties, and present alternative ways of funding research and innovation as well as ways of deploying innovation in the field.