Building a data-driven culture and raising the IQ of an enterprise is no mean feat, and failure to do so is a primary stumbling block for adoption. In a world of products and platforms, what should consumer goods companies do to architect and manage their businesses to be data-efficient and agile in this fast-moving world? This session will examine techniques that have succeeded and others that have failed, looking at some typical areas for quick wins and considering the challenges of scale.