Items with long life cycles are often not yet available as 3D CAD models. But even in this case, the procurement department needs possibilities, to identify similarities in items in order to obtain valuable information for e.g. pooling of items. Our algorithms are able to identify similar drawings - without 3D geometry. Thus, our customers are able to analyze older data, where no 3D models exist yet, for similar Items and identify illogical price-structures.