Wide variations are observed in performing carotid duplex ultrasonography as well as interpretation of the findings. Introduction of automation, image guidance and AI are needed to improve the quality, reliability and reproducibility of this important diagnostic modality for evaluating and monitoring atherosclerotic disease.