Andrew Collinge is an Advisor at the Dubai Data Establishment, part of Smart Dubai, the government entity responsible for the digital transformation of Dubai. Andrew has spent the last decade working in establishing city-wide data ecosystems in two major cities – London and Dubai. In Dubai he is responsible, amongst other things, for the Smart Dubai Ethical AI Toolkit and the city’s Ethical AI Advisory Board. In London, he led the city’s pioneering open data programme and established City Hall’s ﬁrst Smart Cities team. For the G20 Smart Cities Global Alliance, he recently led and published a model Open Data Policy for all cities to use in the pursuit of responsible urban technology governance.