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GCC Retail Group

Case Study

AI Chatbot: Reducing Support Ticket Volume by 60%

Industry

E-commerce & Support

Timeline

6 Weeks

The Challenge

What Needed Solving

A leading GCC retail enterprise was overwhelmed by simple customer queries (order status, refund policies, FAQs). They wanted a custom AI solution that could answer in Arabic and English, lookup live CRM data, and scale without per-conversation pricing constraints.

Our Approach

What We Built

We built a custom ChatGPT-powered chatbot using GPT-4o and Claude. We integrated our RAG pipeline with their internal inventory databases and Salesforce CRM via custom APIs, and deployed the bot on WhatsApp Business API and their website.

Delivered

What We Shipped

Arabic & English language support

Live CRM and order lookup

60% ticket reduction

Self-hosted infrastructure

Results

By The Numbers

60%

Ticket Deflection

98.5%

Arabic Accuracy

1.2s

Response Time

80%

Cost Savings

Stack

Technologies Used

OpenAI GPT-4o
Anthropic Claude
LangChain
n8n
Salesforce API
WhatsApp Business API
Pinecone

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