Law enforcement agencies across the United States, partly in response to public outcries over fatalities associated with police use of lethal force, have adopted numerous less lethal technologies, including conducted energy devices (CEDs). Although the device was intended to reduce citizen deaths resulting from police use of force, various human rights groups have linked its usage to increased fatalities. The present study adds to the literature on CEDs by examining (a) the relationship between the restrictiveness of CED-related policies and CED deployments and (b) the relationship between these policies and fatal police shootings. Using data from a nationally representative sample of American law enforcement agencies, this study estimates a series of count regression models to examine the influence of departmental policies on CED usage and fatal shootings by police. Findings illustrate that less restrictive CED policies are associated with increased CED usage and fewer fatal shootings by police. Although design limitations preclude causal arguments, these results suggest that police departments should at least consider adopting more liberal policies regarding the application of this less lethal technology. Future studies on this issue using more rigorous designs are warranted.