01 · Operational Context
The Problem
Discrepancies between warehouse stock files and in-store inventory resulted in frequent order cancellations, out-of-stock listings online despite physical store availability, and end-of-season markdown imbalances.
02 · Direct Observation
What We Noticed
On-the-ground reality
Store managers conducted manual stock counts at the close of trade, meaning online channels were operating on batch numbers that lagged physical store transactions by up to twenty-four hours.
03 · The Underlying Signal
What Mattered
Inventory was treated as separate channel pools rather than a single distributed enterprise network. Products were present, but digitally invisible.
04 · The Engineering Solution
What We Built
- 1Event-driven inventory synchronization layer streaming live POS transactions, returns, and warehouse movements to digital storefronts.
- 2Unified product information management (PIM) architecture standardizing SKU catalogs across marketplaces.
- 3Intelligent order routing engine fulfilling online purchases from the nearest store with excess stock.
05 · Qualitative Shift
What Changed
Customers see accurate, real-time availability across every touchpoint. In-store inventory now fulfills local click-and-collect orders, reducing shipping distance and virtually eliminating out-of-stock cancellations.