Artificial intelligence (AI) is a promising approach to improving patient safety. This review aimed to summarize research on integration of AI to detect inappropriate medication ordering in hospitals. The size, aim, and AI model varied widely, preventing comparisons across studies. Further research should involve clinical pharmacists as they will be the end users of these AI tools.