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Inventory accuracy in outsourced warehouses: controls brands should demand

Inventory accuracy in outsourced warehouses: controls brands should demand

GXO’s outsourcing survey found 61% of leaders already outsource warehouse operations. Once stock leaves your building, inventory accuracy stops being a stocktake habit and becomes a contractual control — or a silent margin leak.

Your goal is a partner setup where accuracy is measured, disputed and corrected on a known cadence — not discovered only at year-end.

Why accuracy fails after outsourcing

Shared sites multiply location rules, kit recipes and promo packs. Without agreed cycle-count methods and variance thresholds, partners and brands argue from different WMS extracts. Logistics cost already consumes a material share of online turnover in many markets — Polish e-chamber research places logistics and delivery often between 5% and 20% of e-shop turnover — so inaccurate stock drives both write-offs and emergency freight.

Checklist: controls that belong in the brief

  • Target inventory accuracy by ABC class (for example 99.5% A / 98% B / 97% C) with a written count method.
  • Cycle-count calendar tied to SKU velocity, not only annual stocktake.
  • Quarantine and recount rules for damages, short receipts and kit scrap.
  • Daily or weekly variance report with root-cause codes your finance team accepts.
  • System of record: which WMS/ERP figure wins when feeds disagree.
  • Liability and credit rules when variance exceeds the agreed band.

Questions to settle before go-live

  • Who freezes picking during a recount of a high-value location?
  • How fast must a variance above threshold be escalated to the brand?
  • Are promotional kits counted as components, finished kits, or both?

How Dcode fits

Dcode runs warehouse work across Care Direct partner sites with WMS/ERP-minded handoffs — so inventory accuracy can be briefed with storage, clean-area finishing and peaks in one operating mix. Pair this with the warehouse partner brief checklist when you shortlist sites.

Next step: send your current accuracy KPI and last three variance reports to ask@dcode.gr or via the contact page. We will map them to a practical count plan before proposing capacity.

From Dcode’s practice

We refuse ‘99% accuracy’ with no ABC split or count method. Brands that accept a single headline KPI usually discover A-movers were never counted at the frequency they assumed.

Written from Dcode’s warehouse, fulfilment, print, data, coupon and call-centre operations — and the software, AI and development work that keeps them connected across the Care Direct partner network. External studies are cited below; capacity and SLAs are confirmed in the brief for the year you join.

Sources

  1. GXO — Outsourcing Survey Report (2025) — 61% of surveyed leaders outsource warehouse operations.
  2. e-Chamber (Poland) — Logistics and Delivery report abstract (2024) — Logistics and delivery costs often 5–20% of online store turnover.

Related insights

Continue with neighbouring operational briefs, or open the matching service page below.