Augment City AS aims to support planners, architects, and citizens in creating sustainable and liveable spaces using 3D visualization technology. Through the design and implementation of urban digital twins, we experiment with new ways of utilizing data, analytics, and visual interfaces in urban planning and design. Together with our academic, public, and private partners, we explore how visualization tools may be deployed to promote learning and inclusion in societal transformation processes.