High speed electronic mattress tape edge machine with integrated mattress handling and turning facility. A complete mattress production system that incorporates the traditionally accepted tape edging method and combines it with a mattress turning system that totally eliminates the manual handling and turning of today’s heavy weight and oversized mattress products.