We have theories of why states form, but until now no systematic data on the process. This column uses a new dataset on 650 locations in the Democratic Republic of the Congo to explain why armed actors may create the functions of a state. When a village's output was valuable but could not easily be taxed, armed actors developed sophisticated fiscal and legal administrations to extract revenue. Household welfare improved only when these stationary bandits had ties to the population.