Client typeLingerie brand retail store
Case Detail
RFID Smart Retail Project for a Lingerie Brand Store in Shenzhen
An integrated solution of ERP, RFID tags, smart checkout devices, and AI facial recognition delivers item-level management, rapid stocktaking, member identification, precision marketing, and sales analytics, improving store efficiency and member repurchase rates.
Access Program
Managed AssetsLingerie, loungewear, and related retail merchandise
Application SystemERP and RFID smart retail management system
Core applicationsItem stocktaking, member identification, precision marketing, and sales analysis
Client Background
The client is a lingerie brand store in Shenzhen selling lingerie and loungewear in a wide range of styles, colors, and sizes.
The store carries many styles and sizes, and member purchase frequency and preferences vary widely. Member records and marketing were previously handled manually, making it hard to identify members on arrival and understand their needs. The client wanted to combine ERP, RFID, and authorized AI member recognition to manage item, member, purchase, and marketing data in one place.
Project Challenges
High member churn
The store lacked a consistent way to reach members, making it hard to track visit frequency, spending changes, and churn risk among existing members.
Member records are hard to maintain
Member profiles, purchase history, and store visits are scattered, so manual upkeep is heavy and updates lag behind.
Member value is hard to unlock
Without combined analysis of spend, purchase frequency, product preference, and repurchase cycles, marketing campaigns lack precision.
Item and member data are not connected
Inventory, sales, and member systems operate separately, making it hard to see which items members bought and what they may need next.
Solutions
The project uses an integrated solution of ERP, RFID devices, and an AI facial recognition system. Every item is bound to a unique RFID tag linked to its style code, color, size, price, and stock status, covering receiving, stocktaking, sales, and returns end to end.
After members opt in and register, an AI recognition terminal identifies them on arrival and the system retrieves their tier, order history, preferences, and recent purchases, helping staff deliver more relevant service and recommendations.
After checkout, the system links RFID item data with member purchase records to build a complete purchase profile and segment members by frequency, spend, and product preference. Consolidated ERP, RFID, member, and marketing data supports new product recommendations, repurchase reminders, birthday care, and win-back campaigns.
RFID item stocktaking and management
Authorized member identification and service
RFID smart checkout
Member profiling and business analytics
Workflow
Member opt-in and registration
Item data sync
RFID Tag binding
Member identification on arrival
Retrieve purchase data
Targeted recommendations by sales staff
Fast RFID checkout
Update purchase profile
Segmented marketing outreach
Key Functions
Commodities and RFID Tag Management
Gives every item a unique RFID identity and manages style code, color, size, price, and stock status in one place.
The door shop fast count.
RFID handheld terminals read store items in batches and automatically flag surplus, shortage, misplaced, and missing-size items.
Member profile management
Maintains member profiles, tiers, points, purchase history, contact details, and service tags in a single member record.
AI member identification
With member consent, the system identifies them quickly on arrival and shows staff their tier and purchase history.
Member purchase profile
Builds member tags and purchase profiles from items bought, spend, visit frequency, and preferred categories.
RFID smart checkout
Multiple items are identified and priced in one pass, automatically linked to the member, the order, points, and promotions.
Precision marketing management
Supports new product recommendations, birthday care, points campaigns, repurchase reminders, and win-back for churned members.
Analytics and ERP integration
Connects item, inventory, sales, and member data to show store performance, member growth, repurchase, and item sales.
Deployment
A. Software systems
- ERP and RFID smart retail system
- Item, inventory, and tag management
- Member profile and tier management
- AI member identification and visit records
- RFID checkout and order management
- Member profiling and precision marketing
- Points, promotions, and campaign management
- Business dashboard and analytics
B. Hardware equipment
RFID Label Printer
RFID Handheld Terminal
RFID checkout identifier
Commodity RFID electronic label
AI facial recognition terminal
Results
Struggling to identify store members and target marketing? How can you improve repurchase rates?
ERP, RFID, and authorized AI member recognition connect item, inventory, purchase, and member data so staff respond faster, marketing reaches the right people, and store performance is clearer.