Jun 07, 2026
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CollageDepot
Completed

CollageDepot

$5,000+
2-3 months
United States
2-5
view project
Service categories
Service Lines
Artificial Intelligence
Software Development
Domain focus
Business Services
Commerce
Retail and Restaurants
Technology
Programming language
JavaScript
Python
SQL
TypeScript
Frameworks
Express
Node.js
React.js
Subcategories
Artificial Intelligence
AI Automation and Process Optimisation
AI Integration
AI Chatbots & Virtual Assistants

Challenge

CollageDepot needed to handle a high volume of customer service emails across order tracking, artwork revisions, shipping questions, disputes, and bulk order requests. The support queue was repetitive, multilingual, and time sensitive, but edge cases still needed the right human escalation path.

Solution

Amplence built a multilingual AI customer service pipeline with n8n, OpenAI GPT-4o, Shopify API enrichment, intent classification, sentiment checks, and automated routing. The workflow reads the email, enriches it with live order data, drafts or sends the right response in English, Spanish, French, or German, and escalates judgment-heavy cases.

Results

The automation now handles more than 5,000 emails per month, fully resolves about 65 percent of tickets, and keeps average response time under 60 seconds. The support team spends less time on repetitive inbox work while customers receive faster and more consistent answers.

The automation now handles more than 5,000 emails per month, fully resolves about 65 percent of tickets, and keeps average response time under 60 seconds. The support team spends less time on repetitive inbox work while customers receive faster and more consistent answers.