SeedIMPULSE is an imaging company that develops new pre-operative planning software focusing on the musculo-skeletal system using 3D image modalities like low-dose Computed Tomography (CT) and Magnetic Resonance Imaging (MRI). The aim of our solution is to push ahead computational techniques to decrease the number of clicks necessary to work faster with 3D medical images in the constraints of clinical routine. We transform the 3D image complexity into a limited set of recomputed 2D views and annotations to speedup treatment decision pipelines and hence increase productivity and quality of care.