CASE STUDY
Smart Fulfillment Infrastructure Built for Scaling Shopify Operations
A growing D2C apparel brand on Shopify, faced operational bottlenecks as order volumes scaled. Manual stock matching, invoicing, and fulfillment workflows slowed warehouse operations, creating the need for a dedicated Shopify app to streamline backend processes.
Problem
Shopify’s default fulfillment workflow struggled to handle growing order volumes across multiple SKUs and warehouse locations.
- No automated picklist or packlist generation
- Manual GST invoice creation increased compliance risk
- Shipping labels managed across multiple courier dashboards
- Courier selection lacked data-driven automation
- No real-time delivery ETA for customers, leading to support queries
Goal
Build a standalone Shopify app to streamline backend fulfillment operations without disrupting the existing storefront.
Solution
A purpose-built Shopify app built on the Storefront API to streamline the complete order-to-dispatch workflow. The app syncs live Shopify order data into a centralised interface for warehouse and operations teams.
- Automated picklist & packlist generation
- Bulk GST-compliant invoice printing
- Integrated shipping & fragile labels
- Smart courier selection based on performance
- Real-time tracking and delivery ETA updates
Impact
- Faster order dispatch — from picking to label in a single workflow
- Fewer WISMO (where is my order) support queries due to live ETA
- Warehouse staff onboarded in under a day — no training overhead
- Backend operations now scale without adding headcount