At the 2019 edition of the Embedded Vision Europe conference Vassilis Tsagaris, Founder and CEO of Irida Labs describes how to provide real-world edge vision solutions while addressing issues in a) the standardization of data collection, curation and management, b) mechanisms for Edge deployment, management and support, c) incorporating advanced Machine Learning techniques enabling few shot learning, lifelong learning at the Edge and d) privacy preserving learning and deployment