Hero
Commerce Systems
Inventory, POS & PLM
Apparel Retail

RFID-Unified Inventory and POS for an Apparel Retailer


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Problem

Stock records nobody trusted

A 55-store apparel retailer's online shop routinely oversold items that existed nowhere, while hiding stock sitting in shops ten minutes from the customer. Store counts drifted from the ERP within days of every delivery, cycle counts took a full closing day per store, and the POS, e-commerce platform, and warehouse each kept their own version of the truth.

Solution

Real-time RFID inventory backbone

We built a real-time inventory backbone on RFID: item-level tags read at goods-in, on the shop floor, and at the till stream events into a central stock ledger that the POS, online store, and warehouse all read from. Ship-from-store routing exposes shop inventory to online orders, and handheld readers cut a store's full cycle count to under two hours.

Measurable Impact

What changed after launch

Inventory record accuracy rose from roughly 74% to 98% across all 55 stores

Online order cancellations caused by overselling dropped from 6.8% to 0.9%

27% of online orders fulfilled from store stock within 6 months of ship-from-store launch

Full-store cycle counts cut from a closing day to under 2 hours with handheld RFID readers

Tech & Tools Used

What powered the build

Impinj RAIN RFID readers
Apache Kafka
Node.js
PostgreSQL
Redis
GraphQL
Next.js
Docker
AWS ECS

Ready to Build your Apparel Retail Business with Inventory, POS & PLM

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