Your Inventory, Understood
AI-powered classification for specialty retailers. From vintage kimonos to antique furniture, we help you catalog complex inventory with the precision it deserves.
Specialty inventory is hard to describe
Every vintage garment has a story. Every antique has details that matter to buyers. But capturing that complexity consistently? That's where most inventory systems fall short.
Staff spend hours on manual data entry. Descriptions vary wildly between team members. And those poor product descriptions? They're costing you sales and burying items in search results.
There's a better way.
How It Works
Upload Images
Take photos of your inventory—front, back, details that matter
AI Classification
Our system analyzes images and extracts attributes specific to your inventory type
Review & Refine
Human oversight ensures quality—you stay in control of your catalog
Sync to Square
Products flow directly to your POS catalog, ready for sale
What's Included
Custom Schema Design
Tailored to your product categories
AI Model Configuration
Trained for your inventory types
Square POS Integration
Seamless catalog sync setup
Staff Training
Walkthrough and onboarding support
QR Code System
For efficient inventory tracking
Ongoing Support
Continuous refinement and assistance
Implementations typically range from $1,500–$2,500 for setup, with monthly plans starting at $150.
Every business is different—let's talk about your specific needs.
“Placeholder testimonial from Kimono Clarity client. This quote will highlight the transformation in their inventory process and the value of working with Winding River Software.”
— Client Name
Kimono Clarity
Helping classify 2,000+ vintage Japanese textiles
Read the case studyReady to Talk?
No pitch, no pressure—just a conversation about your inventory challenges.