Small ecommerce brands and 3PLs process returns and RMAs by hand and lose visibility on item condition restock value and refund timing

Returns cost two to three times an outbound order to process and arrive as blind boxes with no documentation. Brands and small 3PLs grade condition, decide restock versus liquidate versus scrap, trigger refunds, and reconcile inventory mostly by hand. The widely-read HN thread on what happens to returned merchandise made the scale of the reverse-logistics waste concrete and pulled hundreds of operator comments. A focused RMA and returns-grading workflow that authorizes returns by policy, captures condition at the dock, routes each item to the right disposition, and closes the inventory and refund loop hits a real recurring operator cost the big returns vendors price out of reach for small sellers.