Fulfillment Case Study | eCommerce Automation
Back to Case StudiesAutomated Shopify → 3PL Fulfillment Pipeline
Zero-touch fulfillment automation for a growing D2C brand fulfilling 300–1,500 orders/day.
This eCommerce AI automation case study explores Automated Shopify → 3PL Fulfillment Pipeline. Tags: eCommerce, Integration, Workflow Automation, Data Entry, Make.com, Retool, AI Automation.
0
Overselling
-70%
Ship Time
Eliminated
Manual Work
Overview
A D2C eCommerce brand fulfilling 300–1,500 orders/day needed zero-touch fulfillment automation. Inventory mismatches were causing overselling, and manual CSV exports to their 3PL were delaying shipments.
Challenges
Inventory mismatches causing overselling
Manual CSV exports for 3PL
Delayed order fulfillment
No unified visibility of shipments
Customer complaints increasing
What We Delivered
Automated Shopify → 3PL order sync
SKU normalization engine
Automatic tracking number updates back to customers
Returns + exchange workflow
Real-time order status dashboard
Error recovery system (e.g., SKU not found, missing customer details)
Tech Stack
Shopify API, 3PL APIs (ShipBob, ShipStation), Make.com, Retool, PostgreSQL
Tags
Results
0
Overselling
-70%
Ship Time
Eliminated
Manual Work
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