Expensive photoshoots
Every new garment required a model, photographer, studio, and stylist — high cost and weeks of lead time before anything could be listed online.
Slow time-to-market
New inventory sat in the warehouse while waiting for shoot slots. By the time photos were ready, the trend window had often passed.
No flexibility
Once shot, changing a garment on a different model or in a different style meant starting the entire process over — no easy way to iterate.
Garment Uploaded
Brand uploads clothing items — jeans, tops, jackets, and other wearables — via the web interface.
Model Selected
User picks from pre-trained AI model profiles stored in Supabase.
AI Renders
The garment-model combination is processed through the Nano Banana AI engine.
Photo Delivered
A professional styled model photo is returned in seconds — ready to publish.
Styling Interface
A clean browser-based tool for uploading garments, selecting models, and managing outfits. No software to install — works entirely in the browser.
- Garment upload
- Model selection
- Real-time swap & preview
Data Layer
Stores all uploaded garments and pre-trained AI model profiles. Manages garment state and enables dynamic layering, swapping, and outfit control.
- Garment storage
- Model profile library
- Dynamic outfit state
AI Rendering Engine
Processes each garment-model combination and generates the final styled output photo. Handles realistic draping, lighting, and fit across a wide range of garment types.
- Realistic garment rendering
- Instant output generation
- Multiple garment types
👤 Model: Profile #3 — Female, Slim fit
🎨 Style: Casual outdoor
✓ Realistic drape & fit applied
✓ Ready to download for product listing
Instant Photo Generation
Professional styled model photos generated in seconds — no scheduling, no studio, no wait.
Multiple Garment Types
Works with jeans, tops, jackets, and other wearables — handles realistic draping and fit for each category.
Real-Time Swapping
Garments can be swapped, layered, or removed in real time — see the result instantly without regenerating from scratch.
Pre-Trained AI Models
A library of model profiles stored in Supabase — different body types, styles, and aesthetics to match any brand direction.
Dramatically Lower Cost
Eliminates the cost of photographers, models, studios, and stylists — the same output at a fraction of the price.
Fast E-Commerce Updates
New inventory can be listed with professional photos the same day it arrives — no waiting for shoot slots.
List new inventory
the day it arrives.
Built for fashion brands and e-commerce teams. Custom model library, any garment type, live in days.
- Custom AI model library
- Any garment category
- Live in days, not months