CSPs require an evolutionary approach to adopting cloud native networks and their automated operational approach. Federation, the aggregation of existing data and systems, is a key enabler of an evolutionary approach to network transformation and automation. It allows CSPs, with existing multi-vendor networks and hybrid physical and virtual networks, to gain a single view of the network and forms the basis for Artificial Intelligence (AI)/Machine Learning (ML) on top of the real-world network.