Important to note that plenty of other companies will carry the inventory and ship goods out for you (Amazon did not invent the concept of third party logistics) - however if you go to a third party warehouse it is difficult to get certified as 'Prime'.

(Seller Fulfilled Prime is a thing, but in reality is currently closed for sign-up and is really only for the large sellers)