Case study / Ecommerce
Full-stack online store with AI virtual try-on
- Client
- Reusable platform
- Industry
- Fashion and retail
- Status
- Ready to deploy
What we did
- Website Development
- Ecommerce
- AI Integration
A production-grade ecommerce platform with a fast storefront, an admin dashboard and a separate API, plus an AI feature that lets shoppers preview clothing on their own photo before buying.
Clothing has one of the highest return rates in online retail, mostly because shoppers cannot tell how something will look on them. Every return costs shipping both ways and often a lost customer.
We also wanted a solid base for future store projects: a platform with real checkout, accounts and admin tools that could be branded and launched quickly for a client.
We separated the platform into three parts: a Next.js storefront built for speed and search, an admin dashboard for the store team, and a NestJS API that both use. This keeps the store fast and lets each part grow on its own.
Shoppers can check out as guests, which removes the biggest drop-off point in most stores. Accounts use secure token-based sign-in for those who want order history.
For virtual try-on, a shopper uploads a photo and the platform uses an AI image model to show the selected garment on them, right on the product page.
Key features.
AI virtual try-on
Shoppers see a garment on their own photo before adding it to the cart.
Guest checkout
Buy without creating an account, which reduces abandoned carts.
Admin dashboard
Products, variants, stock, orders and customers managed in one place.
Secure accounts
JWT based sign-in, order history and saved addresses.
Separate API
A clean API that can also power a mobile app later.
Search friendly storefront
Server-rendered product pages that load fast and index well.
Screens from the working system
One journey, step by step.
01
Browse
Shopper lands on a fast, server-rendered category page.
02
Try on
Uploads a photo and previews the garment on themselves.
03
Buy
Checks out as a guest or with an account.
04
Manage
The store team processes the order from the admin dashboard.
What it is built with, and why.
Storefront and admin
Next.js
Fast, indexable pages and a shared design system.
API
NestJS
Structured, testable backend that scales with the business.
Data
PostgreSQL, Prisma
Reliable catalogue, order and customer data.
AI
fal.ai image models
High quality try-on images without running our own GPUs.
A try-on feature designed to reduce size and style returns
Guest checkout that removes a common drop-off point
A reusable base that shortens future store builds
An API ready for a mobile app when needed
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