is anyone familiar with demand planning? if I setup my distribution network, my assumption was that it would create the corresponding Transfer Orders & Purchase Orders (for the warehouse). Use case: Transfer to Amazon locations & Purchase Order to Warehouse location

You need to have the levels and method of replenishment set on the location level of the SKU. Have you set that piece up?

yes that has been setup