Digital responsibility has become a managerial and societal imperative as digital technologies increasingly function as infrastructures of decision-making that shape access to work, welfare, information, and safety. Although ethical principles for digitalization have largely converged, many organizations struggle to translate values into operational routines, allocate accountability, and learn from emergent harms. Consequently, we argue that digital responsibility is best studied and enacted as