Case study · E-commerce
Automating Inventory Management for an E-commerce Business
Real-time inventory sync across every sales channel cut discrepancies 98% and ended overselling for good.
Client — Multi-channel fashion retailer, 6 sales channels
Stack — N8N · SHOPIFY · WOOCOMMERCE · AIRTABLE · NOCODB
/ Headline result
−98%
INVENTORY DISCREPANCIES
25 hrs
SAVED PER WEEK ON MANUAL WORK
0
OVERSELLING INCIDENTS SINCE LAUNCH
+15%
INVENTORY TURNOVER
/ 01 · The challenge
The retailer was tracking inventory by hand across six sales channels — Shopify, WooCommerce, two marketplaces, and two wholesale portals. Every sale on one channel had to be manually deducted from the others, and the lag between a sale and the spreadsheet update was where the trouble lived.
The symptoms were predictable and expensive: oversold items that had to be refunded and apologized for, stock counts that never matched the warehouse, and a small operations team burning the better part of a week, every week, on reconciliation instead of merchandising.
/ 02 · The build
We built an automated inventory management system that synchronizes stock levels across all channels in real time. A sale anywhere updates inventory everywhere, within seconds, with no human in the loop.
On top of the sync layer we added threshold-based purchase order generation — when any SKU drops below its reorder point, a draft purchase order goes to the supplier queue automatically, sized by recent sales velocity. The team reviews and approves; the system does the rest.
/ 03 · The results
Inventory discrepancies dropped 98% within the first two months, and overselling incidents went to zero — the refund-and-apologize routine simply stopped. The operations team reclaimed roughly 25 hours per week that had been going to manual counts and reconciliation.
With accurate, real-time stock data feeding purchasing decisions, inventory turnover improved 15%. Less capital sits in slow stock, and fast movers stay in stock instead of disappearing for a restock cycle.
“
The inventory automation system has completely transformed our operations. We've gone from constant inventory headaches to a streamlined, error-free system that saves us time and money.
Operations Director
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