CoLumbo reads spine MRI scans to provide a pre-populated report. The software reduces the total interpretation time by up to 48% and reduces errors of omission by up to 15%. CoLumbo has a CE mark, FDA 510(K), and TGA clearance. The key novelty of CoLumbo lies in the unique machine learning algorithm, based on fully convolutional neural networks combined with medical domain knowledge.