Large-scale analyses of traffic stops demonstrate that law enforcement stops and search decisions are influenced by pervasive racial and ethnic biases. Such stops may provide revenue for municipalities, increasing the burden on Black and Hispanic residents while failing to improve public safety. Presented at the 2020 International City/County Management Association (ICMA) Unite Conference.