Law enforcement is increasingly reliant on technology to automate encounters with the public, identify persons to be targeted for further scrutiny, and document interpersonal interactions. As a result, public contacts with police are transitioning from traditional interpersonal interactions to interactions that are increasingly technologically mediated. This chapter reflects on that transition and speculates on the ways in which police–community relations, particularly relations with some racial minority communities, may be affected by this transition. A central argument in favor of technologically mediated law enforcement (e.g., automated license plate readers, facial recognition software, body-worn cameras) is that this new style of policing has the ability to ensure equal protection under the law, enhancing police legitimacy, and mending poor community–police relations. Some see the introduction of technology into law enforcement encounters as a solution to resolving mistrust associated with fractured relations between police and the communities that they serve, particularly for some racial minority communities.