Industry: E-Commerce / Retail
At a glance: MyntiQ Tech deployed an LLM-powered support assistant for a global e-commerce platform. It is trained on the brand’s policies and connected to Shopify and FedEx APIs for live order tracking. Basic questions, which made up over 70% of tickets, are automated, and sentiment analysis hands frustrated customers to human agents.
Overview
This case study details the implementation of an LLM-powered customer support chatbot for an international e-commerce platform. Integrated with inventory and logistics databases, the AI assistant automates customer inquiries and handles order-tracking updates at scale.
Business Problem
The e-commerce business faced scaling issues:
- Holiday traffic spikes caused massive queues, leading to customer delays and cart abandonment.
- Over 70% of support tickets were basic questions like “Where is my order?” or “How do I process a return?”
- Staff spent hours copying tracking numbers, leaving little time for complex shipping disputes.
How MyntiQ Tech Helped
MyntiQ Tech built a smart conversational AI support system:
- LLM Dialog Engine: Deployed an LLM trained on the brand’s policy docs to answer product and return questions accurately.
- Real-Time API Integrations: Connected the chatbot with Shopify and FedEx APIs, allowing it to retrieve and share live tracking updates securely.
- Sentiment Analysis Routing: Implemented sentiment analysis to transfer frustrated customers to human agents, along with the conversation log.
Business Outcomes Delivered
- Auto-resolved a high percentage of basic customer support tickets.
- Reduced median support ticket response times, improving customer satisfaction metrics.
- Protected support margins during high-traffic seasons without requiring temporary staff.
Frequently Asked Questions
Can an AI chatbot answer “Where is my order?”
Yes. The assistant MyntiQ Tech built connects to Shopify and FedEx APIs to retrieve and share live tracking updates securely.
How does the chatbot know store policies?
The LLM is trained on the brand’s policy documents, so it answers product and return questions in line with those policies.
When does the AI hand over to a human agent?
Sentiment analysis spots frustrated customers and transfers them to a human agent along with the full conversation log.
Scaling customer support with AI? Talk to MyntiQ Tech or browse more case studies.