Multiple barriers have been identified to developing a learning healthcare systems (LHS) including organizational culture, data systems and interoperability, funding and workforce limitations and regulatory challenges. Artificial Intelligence (AI) is being explored both inside and outside of healthcare, with varying degrees of scientific rigor in the testing of AI applications. LHS and AI face similar implementation challenges, which presents an opportunity for synergy. By reviewing AI use cases…