Technical Analysis: global-retail-ai-support

Autonomous Customer Support Scaling for a Global Retailer

Industry

Enterprise Retail

Client

EuroTrade Group

Year

2025

Autonomous Customer Support Scaling for a Global Retailer

Key Metrics

74%

Ticket Automation

€1.8M

Cost Savings

<5s

Response Time

Tech Stack

OpenAI APILangChainVector DB (Pinecone)Zendesk APINode.jsTypeScript
The Mandate

Business Challenge

EuroTrade was drowning in 40,000+ support tickets weekly across 5 EU markets. Manual scaling was prohibitively expensive, and response times were exceeding 48 hours, leading to customer churn.

The Architecture

Our Solution

We engineered a custom AI Support Agent using GPT-4o and RAG (Retrieval-Augmented Generation). The agent was grounded in their private product catalogs and return policies, integrated directly into Zendesk and Gorgias, handling queries in 5 languages natively.

Measurable ROI

Strategic Impact

74% of support volume resolved autonomously without human intervention.

Customer Satisfaction (CSAT) increased from 3.8 to 4.7/5.0 due to instant resolution.

Annual support overhead reduced by €1.8 million.

Zero compliance issues across GDPR-sensitive customer data flows.

Engineering Your
Competitive Edge

Every case study starts with a single strategic conversation. Let's discuss your architectural vision and how we can bring it to life with Tier-1 engineering.