Direct-to-consumer fashion platform — mobile app, storefront, and admin portal
A clothing brand's complete digital commerce stack — customer-facing mobile app and website for browsing, search, and checkout, plus a backend admin portal for inventory management, order processing, and analytics. Architecture mirrors the café platform pattern, proving a repeatable full-stack delivery model.

The Challenge
A fashion brand wanted to launch their direct-to-consumer digital presence — but they needed everything: a mobile app for browsing and purchasing, a website for discovery and SEO, and an admin portal for managing inventory and orders. Building these as three separate projects would triple their development costs and create ongoing maintenance headaches.
They had seen how quickly we delivered the café platform with its shared backend architecture. Could we apply the same pattern to fashion e-commerce? The domain was different, but the fundamental challenge was the same: multiple frontend surfaces that needed to share data, authentication, and business logic.
The brand also wanted to avoid vendor lock-in. They'd seen competitors struggle with Shopify limitations as they scaled. They wanted to own their technology stack while still launching quickly.
Our Approach
We applied the proven architecture from Coffee Vault to fashion e-commerce. The Spring Boot backend exposes RESTful APIs consumed by all three frontends. Product catalog, inventory, orders, and customer data are managed centrally. Each frontend is optimized for its use case but shares the same data layer.
For the website, we chose Next.js for its SEO capabilities — critical for fashion where organic search drives significant traffic. Server-side rendering ensures product pages are indexable. The mobile app is React Native, sharing component patterns with the web where possible.
Inventory management was more complex than the café platform. Fashion has sizes, colors, and SKU variants. We designed a flexible product model that could handle these variants while keeping the admin interface simple enough for non-technical staff.
What We Built
Customer Mobile App
React Native app for iOS and Android. Product browsing with category navigation and search. Size guides and fit recommendations. Wishlist functionality. Secure checkout with multiple payment options.
Storefront Website
Next.js website optimized for SEO. Server-rendered product pages for search indexing. Responsive design for mobile and desktop. Integrated blog for content marketing.
Admin Portal
Inventory management with size/color variants. Order processing workflow. Customer database with purchase history. Basic analytics dashboard showing sales trends.
Product Catalog
Flexible product model supporting variants (size, color, material). Bulk import from spreadsheets. Image gallery with zoom. Related products and upsell suggestions.
Order Management
Order lifecycle from placement to delivery. Integration-ready for shipping providers. Return and exchange handling. Email notifications at each stage.
The Outcome
The fashion marketplace was delivered using the same architectural pattern as Coffee Vault, proving the repeatability of our full-stack delivery model. Three surfaces — mobile, web, and admin — share a single backend, reducing development time and ongoing maintenance costs.