Big Data and Artificial Intelligence are rapidly invading the world of infrastructure. What is their potential for improving the quality and affordability of infrastructure services? How can their potential be exploited, while managing new risks and vulnerabilities? What do these developments imply for the governance of next generation infrastructure and the emergent data platforms? Which values are at stake and how can they be safeguarded?