Machine learning and artificial intelligence (AI) have been generating a lot of buzz in recent years. Due to advances in processing power, the availability of broader and deeper data, and advances in the maturity of AI tools, AI has a real opportunity to help improve the efficiency and outcomes of imaging reads. While progressive organizations have started rolling out AI tools, regulatory and legal barriers can delay implementation. However, on September 12, GE announced that its Critical Care Suite, a collection of AI algorithms which can be embedded into a mobile X-ray, was approved by FDA.