Why Fashion Breaks a Normal Warehouse
Apparel and footwear behave differently from anything else on a fulfilment floor. We run orders across many categories at MTP Group, and the playbook that works for cosmetics or electronics keeps failing in fashion. Three things cause it: the size-and-colour grid, the return rate, and the season. Get those wrong and a profitable store quietly bleeds money on logistics. Get them right and the same store scales without drama.
This is a view from inside the warehouse, not a marketing brochure. Below is what actually makes clothing and footwear harder to fulfil — and how a 3PL operator handles each part.
One Product, Dozens of SKUs
Take a single T-shirt. On the storefront it is "one product." On the shelf it is five colours across four sizes — twenty separate stock-keeping units, each with its own barcode, location, and count. A catalogue of 200 styles unfolds into 4,000+ SKUs. That explosion is the root of the most expensive fashion mistake: the wrong size in the box.
A customer orders a black dress in size M and receives an L. That is not a minor slip — it is a near-guaranteed return, a re-ship, and a shaken customer. So every variant carries its own SKU and barcode, and our WMS scans the item at every step: receiving, putaway, picking, and dispatch. A picker cannot grab the neighbouring size "by eye" — the system refuses to close the order until the correct barcode is read. If you want the fundamentals, we have a separate breakdown of what a SKU is and why per-variant tracking matters.
Returns Are Normal Here, Not a Failure
In electronics, returns run low. In clothing and footwear they are a structural fact: a large share of orders come back, and not because the service was bad. A perfect dress from a perfect seller still ships back when it runs large or the screen lied about the colour. You do not fight that. You build to process it fast.
Here is what happens when a parcel returns to us. A worker opens it and checks the item — tags intact, no stains, no snags, no odours. If it passes, the garment is restored to saleable condition, re-scanned, and the unit lands back in the live stock count as ready to sell. If there is damage, it is flagged and moved into a separate category. Speed is the whole game: a dress that returns in April and sits uninspected until May is a dress that missed its season.
The economics matter too. Return unpacking is billed at 50% of the combined shipping and co-packing fee — half a normal operation, because physically there is less work. For fashion, with its constant return flow, that is real money. A return is not a full second fulfilment.
The Season Hits in Waves
Fashion lives in spikes. Spring and autumn collection launches, Black Friday, New Year gifting, March 8 — every one of them multiplies daily volume. A store running its own warehouse faces a bad choice: overstaff all year (expensive) or scramble for temporary hands during peaks (unreliable). Here is the rough shape of a Ukrainian fashion year:
| Period | Volume vs. baseline | Primary challenge |
|---|---|---|
| January — February | Below baseline | Post-holiday slump, winter clearance |
| March (Women's Day) | Sharp spike | Gift orders surge, delivery speed critical |
| April — May | Above baseline | Spring collection launch |
| June — August | Below baseline | Summer slowdown, vacation season |
| September — October | Above baseline | Back-to-school, autumn collection |
| November (Black Friday) | The biggest spike of the year | Massive volume, staffing pressure |
| December | High | New Year gifts, shipping deadlines |
A 3PL operator absorbs these peaks because it serves many clients at once, and different categories peak on slightly different days. Our two sites — Shchaslyve at 2,700 m² and Bilohorodka at 1,000 m², 3,700 m² in total — are built for a flow of up to 6,000 orders a day. Since 2022 we have logged 0 days of downtime: three generators, two wired internet providers, and Starlink keep the floor running through outages. When your collection drops, you do not pay for an empty warehouse in the off-season — the tariff moves with your volume.
Packaging That Arrives Intact
Clothing and footwear suffer in transit more than hard goods. A crumpled shirt in a thin bag reads as "cheap" no matter the price tag, and a scuffed shoe box triggers a "damaged on arrival" return. So garments are folded to retail standard, delicate fabrics are protected from creasing, and footwear ships in its box inside an outer carton so it does not turn up dented at the corners. Good packing is not decoration — it is one of the cheapest ways to cut returns.
Dispatch goes through whichever carrier suits the buyer: Nova Poshta, Ukrposhta, Meest, Justin, Avtoluks, KastaPost — several runs a day. On the money side, our "Sheriff of Payments" pushes Telegram alerts the moment carriers settle cash-on-delivery, so you watch the cash move instead of guessing.
What It Costs, In Plain Numbers
No hidden brackets. Storage is 650 UAH per cubic metre per month, with a 5,000 UAH monthly minimum. Per-order shipping runs from 18 UAH at high volume (200+ orders a day) up to 26 UAH for very small senders (0–5 a day) — the more you grow, the cheaper each unit gets. Return unpacking, as above, is 50% of the shipping-plus-co-packing fee. For a fashion brand with heavy returns, that returns line is exactly where outsourcing pays for itself.
"Fashion is a specialty. The brands that treat it that way — per-variant scanning, fast return-to-stock, packing that protects the product — are the ones that keep customers." — MTP Group team
What You Get Out of It
In short: you stop fighting the warehouse and go back to product and marketing. Per-size and per-colour counts are run by the WMS, returns flow back into stock fast, and the peaks are someone else's night shift before Black Friday — not yours. We plug into your stack — KeyCRM, SalesDrive, LP-CRM, Sitniks, Horoshop, OpenCart, WooCommerce — and into the marketplaces: Rozetka, Prom, Kasta.
If you are a clothing or footwear brand spending more time on logistics than on design and growth, look at the full range of fulfilment services or the wider picture of how third-party logistics works for online stores. Across 2.6 million parcels handled, we have learned exactly where fashion loses money — and how to stop it.