Despite the scaremongering tropes in the media, the answer is a resounding no! There is a global shortage of radiology specialists. This results in reduced quality of service for patients, as well as ever-increasing workload of radiology professionals. With ChestEye we aim harness AI capabilities to improve patient care and radiologist working conditions. The solution is clearly aimed to reduce manual workload (e.g. description of cases) and provide prompt preliminary diagnosis. Therefore we regard ChestEye as a productivity tool as well as a diagnostics aid for radiologists decision making.