From auditing algorithms to fair models to reduce welfare fraud; the city of Amsterdam is aiming to enhance more democratic control over artificial intelligence. A.i. can have a positive societal impact if you take digital human rights of our residents as a starting point. We will discuss practical use cases, requirements for national/EU policy change and the responsibilities of governmental and private organizations.