The talk will answer the core questions of how we can balance a better customer centric understanding of individuals behaviour over time with respect for privacy. As technology changes rapidly the technologies will make it possible to build complete new types of "device" and ID graphs while the respect for privacy tightens this needs to be done to be benefit of consumers. In this talk we'll look at the "why, what and how" and cover:​