For many asset intensive organizations the thought of material master data can be overwhelming. There are thousands, and in some cases hundreds of thousands, of items that require information normalized to a defined schema. That information can be a category, noun, modifier, codification, attribute labels and values such as size, type, and material...there is a lot to consider. Not only do you need to understand the schema to which to prepare your data but you also need to kn