Hi Francisco, Thank you for your detailed article - well explained. What I'm still wondering though. Are dimensions completely detached from existing information or can they be combined. Example 1: you could also structure your wines with article categories, attributes and variants. Example 2: in the example company "CRONUS" I see the dimension "Sales Person". This information is also already on my offers and invoices. So do I have to maintain information twice? For example the color of a wine as an attribute or variant and also as a dimension? In addition, the value dimension "Sales Person" is not linked to the seller. This means that I would have to change the name in several places should the seller get married.