Governments are creating digital service units to transform how they deliver services and carry out missions by building up a digital infrastructure. These teams pioneer technological innovation while incorporating new roles into government, such as user researchers, human-centered designers, software developers, and data scientists. Our work documents their approaches to scale what works through our action-oriented network.