In this part we talk about philosophy of modelling marketing data. How do we get to knowledge, how can we ‘ talk’ about concepts like ‘ customers’, ‘ products’, ‘ relationships’ and what is the methodology to define such concepts. Its good to know the perspective (aka the lens) with which we observe the world. It is established that for example IT specialists have a total different way of looking at such concepts as marketeers themselves.