In the view of some Deleuzian scholars, societal steering evolved from analogue disciplining of static enclosures into network-centric, privatized, digital, and global control. This article re-engages the control thesis from a decidedly empirical security studies perspective. In the age of globalization and urbanization, technological innovation and liberal policy ideals, how are security apparatuses reorganized, and in what relations do they stand to local societal and political orders? The article argues that the Deleuzian framework indeed proposes an impressively rich, integrative, and topical research agenda-but also that its security studies applications can benefit from further development. With a view to vindicating its analytical potential, the article first systematizes the control thesis. It then employs a spatial and empirical heuristic to inquire into the securing of three distinct urban spaces-a site of mobility, a public square, and a place of mass commerce-and to illustrate the actual (re-)configuration of contemporary security management. Forgoing articulation of universalisms about societal steering, the article makes the case for more nuanced engagements with security ensembles, their technological evolution, and their relations with democratic ideals, globalization, and de-territorialization, both in and beyond Western polities.