Artificial intelligence (AI) is being widely discussed as a tool that will prevent failures in decision making that lead to patient harm. This commentary submits three approaches to ensuring AI is developed and installed in a safe and reliable manner that complements United States government AI quality efforts: guideline development and adherence, system patient safety threat monitoring, and process development for tracking AI as a contributor to patient safety events.