A vehicle safety system is disclosed that monitors vehicle surroundings, operational conditions, etc., in order to identify potential safety concerns or hazardous operational conditions. In doing so, the vehicle safety system collects data from one or more sources, such as sources that generate data from the vehicle itself (e.g., internal sensors), sources that generate data from the surroundings of the vehicle (e.g., external sensors), and sources that receive data from local or remote locations with respect to the host vehicle (e.g., a satellite, telematics, cellular, short or long range RF, etc., data acquisition unit). In response to data collected by components of the system, the system may use a hierarchical system to address the potential hazardous conditions or safety concerns.