Apparel E-Commerce & Subscriptions
Custom merchandise platform featuring a design canvas, AI image generation, and integrated subscription and credit management.
The challenge
What we walked into.
The founders needed a comprehensive e-commerce platform that went beyond standard shopping carts, allowing users to design their own apparel.
Integrating AI image generation directly onto a live web canvas without latency issues.
Managing complex subscription logic, including rollover credits and tiered access.
The approach
Four moves. Shipped in order.
Interactive Canvas
Built a highly responsive design canvas using web technologies for accurate print previews.
AI Integration
Integrated Gemini AI to allow users to generate custom artwork directly within the design flow.
Subscription Engine
Custom Stripe billing integration to handle monthly credits, rollovers, and one-off extra credit purchases.
Admin Dashboard
Developed a full admin portal for dynamic pricing configuration across different product types.
Inside the product
What it looks like in the wild.
Stack
"The combination of the custom design canvas with AI generation blew our expectations out of the water."