Hierarchical materials show ordering on many length scales for an optimized functionality as illustrated on the example of bone. With tensor tomography the orientation of nanostructure in each subvolume or voxel is mapped over an extended macroscopic sample in three dimensions. Compared to standard computed tomography, where each sub volume, called voxel, contains a grey scale value, tensor tomography aims to reconstruct a tensor in each voxel.