Companies must take action to mitigate ethical risks associated with AI, but conversations about these issues can feel nebulous and abstract. To effectively implement, scale, and maintain strategies, companies should begin by assembling a senior-level working group responsible for driving AI ethics in the organization. This group should define ethical standards for AI, identify gaps between current practices and standards, and understand the complex sources of the problems and operationalize solutions.