Radiologists and healthcare administrators have been waiting a long time for the arrival of promised AI tools for radiology. Most AI applications used by radiology providers today are focused on worklist prioritization. While improving the speed of patient care is incredibly important, recent strides in quality improvement open a new world of possibility.