The criminalization of welfare and policing has often been analysed as being indicative of the global rise of a neoliberal political agenda. The current paper examines how governmental power is organized to govern investigators responsible for policing welfare in Sweden. Using empirical illustrations from the Swedish case, it shows how multiple governmental logics are enacted in the context of a broader political will to crack down on welfare fraud. Specifically, it demonstrates how so-called control investigators are tasked to realize a neoconservative agenda. To this end, these investigators are themselves governed using an amalgam of neoliberal and bureaucratic rationalities and technologies. The paper argues that examinations of the articulation of multiple governmental rationalities offer one route for thinking intelligibly about power and criminalization and by extension about the limits of neoliberal rule.