The rising demand for magnetic resonance imaging (MRI), combined with the modality’s inherent complexity, cost, and time-consuming nature, has posed significant challenges for healthcare systems worldwide. With growing MRI utilization globally [1,2] and the shift to value-based healthcare, imaging institutions must scrutinize all aspects of the MRI workflow to improve efficiency while maintaining high-quality patient care