The Challenge
E-Commerce Plus received over 10,000 customer support tickets daily, with average response times of 4+ hours. The support team was overwhelmed during peak seasons, leading to customer satisfaction scores dropping to 62%.
Our Solution
We built an AI-powered chatbot capable of handling 70%+ of customer inquiries autonomously, with seamless handoff to human agents for complex issues.
Features
- Multi-language support (English, Vietnamese, Japanese)
- Integration with order management and inventory systems
- Sentiment analysis for priority routing
- Continuous learning from human agent corrections
- Escalation workflows with full conversation context
Results
The chatbot transformed the customer support operation:
- 73% of tickets resolved without human intervention
- Average response time dropped from 4 hours to 12 seconds
- Customer satisfaction increased from 62% to 91%
- $1.8M annual savings in support costs
- 24/7 availability across all time zones
Technologies Used
Python, OpenAI GPT-4, Rasa, FastAPI, PostgreSQL, Redis, React, Docker