If the item is provided to Amazon in it's own shipping-worthy box wouldn't Amazon just ship it as-is? Boxing it again only adds labor[1] and material costs.

Granted, that would only work if you only bought one item. If you bought multiple items they would have to be packaged together in another Amazon-branded box.

[1] Labor and/or robot maintenance costs.