A frameless furniture assembly adapted to be converted between an unfilled configuration and a filled configuration including: an outer liner having an inner surface and an outer surface; a plurality of pieces of fill material, wherein the fill material is retained within the outer liner; and at least one configuration support member associated with the inner surface of the outer liner. The frameless furniture assembly is preferably adapted to support a human in a seated position.