Apparel Fulfillment / 8 min read / Blog
How a warehouse turns a returned garment back into sellable inventory, step by step, and the decisions a brand has to make before the first return arrives.
By Eric Ritchey, Vice President of Sales
Apparel returns processing is the warehouse work of receiving a returned garment, inspecting it against written grading rules, deciding its disposition, and restocking it as the exact size and color it is, with the inventory record updated. Done well, it recovers margin on units that have already paid for outbound shipping and pick labor. Done slowly, it turns full-price inventory into markdowns.
This is a focused guide to the return-to-stock process for clothing. It is part of the apparel fulfillment series and assumes the reader already knows that apparel returns at rates far above most categories. The question here is what the warehouse should do about it.
Three reasons. Volume: apparel is returned at rates far above most consumer categories, so returns are a daily production flow, not an occasional task. Margin: a returned unit has absorbed outbound shipping, pick and pack labor and return freight before it arrives, so every day it sits unprocessed erodes what is left. Accuracy: a return put back in the wrong size or color is wrong twice, once in the location it should be in and once in the location it is in.
The brand decisions that have to be made before go-live are the grading rules, the disposition rules by grade, who makes the call on a borderline unit, and what happens to seasonal product as the season closes. A warehouse can execute these quickly only if they are written down.
Returns receiving mirrors inbound receiving, with one addition: the return has to be matched to an authorization and to the original order so the system knows what was expected.
A return that arrives without an authorization is held as an exception with a defined resolution path, rather than being guessed into inventory.
Inspection is a short, consistent check against the brand's standard. For most apparel programs it covers:
| Check | What the inspector looks for |
|---|---|
| Condition | Stains, odor, damage, pilling, stretched fabric, broken hardware |
| Completeness | All pieces of a set present; belts, hangers or accessories that shipped with the unit |
| Tags and labels | Original tags attached or removed; retail tickets present where required |
| Hygiene | Category-specific rules for swim, intimates and undergarments |
| Signs of wear | Deodorant marks, scuffing, fragrance, laundering |
| Packaging | Whether the unit can be re-bagged as is or needs new packaging |
The inspector records findings against a checklist, not in free text, so grading is consistent across shifts and the brand can analyze return reasons by variant.
A grade is a decision rule. It converts the inspection findings into one of a small number of categories, each tied to a disposition. A typical three-grade structure:
| Grade | Definition | Default disposition |
|---|---|---|
| A | Unworn, undamaged, complete, tags intact or reattachable | Restock as sellable |
| B | Minor rework needed: re-bag, re-ticket, press, replace hanger | Rework, then restock |
| C | Worn, damaged, incomplete or hygiene rule triggered | Liquidate, donate, destroy or return to vendor per brand rule |
Two rules make grading work. First, the definitions are written and illustrated, with photos of what an A, B and C look like for the brand's product. Second, borderline calls have an owner. The brand decides whether the warehouse grades on the written rules alone or escalates borderline units, and how fast the escalation is answered.
Disposition is what happens to the unit after grading. The options, and what each requires from the warehouse:
The brand owns the disposition rules. The warehouse executes them and reports volumes by disposition and by variant, so the brand can see which styles return most and why.
This is the step that protects inventory accuracy. A restocked return goes back into the system as the exact size and color, to a specific location, confirmed by scan. The apparel inventory management guide explains why a general returns bin that is sorted later is the fastest way to make a count wrong in two places.
Reconciliation also closes the loop with the customer-facing systems. The return is marked received and dispositioned, the refund or exchange is released on the brand's rules, and the sellable quantity visible to every sales channel increases by one unit of that variant. If returns data feeds a separate record that is reconciled to inventory later, the brand is selling against a count that is already wrong.
A spring dress returned in March goes back on the shelf. The same dress returned in late June, as the markdown cadence begins, may be worth more sent directly to a liquidation or outlet channel than restocked for a full-price sale that is unlikely to come. The decision depends on the brand's markdown calendar and the cost of a second handling.
Decide these rules before the season, not during the returns backlog:
Three questions to ask any fulfillment partner about returns
How long from dock to restock, measured? Who makes the disposition call on a unit that is sellable but not pristine? Does returns data feed the same inventory record your sales channels read from, or a separate one that is reconciled later?
KDS handles reverse logistics as a defined service at the Georgia facility, with inspection and disposition tracked at the variant level so the correct size and color returns to available inventory. Units that need rework are re-bagged, re-ticketed or re-hung through the same in-house value-added workflows used on new inventory, then returned to sellable stock without leaving the building. Grading rules and disposition paths are set with the brand before go-live. KDS does not promise a resale outcome or a turnaround time until the brand's return profile and rules are known.
The return is matched to its authorization and received at the unit level, inspected against written rules, graded, and dispositioned to restock, rework, liquidation, donation, destruction or return to vendor. Restocked units go back into inventory as the exact size and color, and the inventory record and customer refund are updated the same day.
Against a short set of written definitions, usually three grades: sellable as is, sellable after minor rework such as re-bagging or re-ticketing, and not sellable at full price. Each grade is tied to a default disposition, and the brand decides who makes the call on borderline units.
It depends on volume, inspection rules and whether rework is needed, so ask a provider for a measured dock-to-restock time rather than a promise. The important point is that the clock is measured and reported, because on seasonal product every day a return sits unprocessed moves it closer to markdown.
Decide by rule before the season. Many brands set a restock cutoff date by style group after which sellable returns route to an outlet or liquidation channel, while year-round basics restock regardless of date. The rule depends on the markdown calendar and the cost of a second handling.
A return put into a general bin or recorded at the style level makes the inventory count wrong in two places: the location it should be in and the one it is in. Restocking by scan to the exact size and color keeps the sellable quantity every sales channel sees correct.
Tell us your return rate, your product categories and how you want returns dispositioned.
Share your monthly return volume, the mix of DTC and wholesale returns, any hygiene or category rules, and your markdown calendar. We will walk through grading, disposition and restocking for your product and tell you what the dock-to-restock process would look like.
Discuss your returns requirements ›sales@komardistribution.com | (918) 429-7779 | komardistribution.com
For the broader receiving, storage, shipping and returns process, read our apparel fulfillment guide for clothing brands.