Purpose – The purpose of this paper is to critically analyze whether supply networks may be validly treated as complex adaptive systems (CAS). Finding this to be true, the paper turns into the latest concerns of complexity science like Pareto distributions to explain well-known phenomena of extreme events in logistics, like the bullwhip effect. It aims to introduce a possible solution to h…