1The Challenge
A growing e-commerce company was struggling with customer support scalability. Their team of 20 agents couldn't keep up with 5000+ daily inquiries, leading to long wait times and customer churn.
2Our Solution
We built an AI-powered customer service platform that combines GPT-based natural language understanding with a custom knowledge base. The system handles routine inquiries automatically while seamlessly escalating complex issues to human agents.
3Core Features
- Multi-channel support (Web, WeChat, App)
- Intent recognition with 95% accuracy
- Automated order tracking and returns
- Real-time sentiment analysis
- Smart routing to specialized agents
4Results
90% of inquiries now handled automatically. Average response time dropped from 15 minutes to 30 seconds. Customer satisfaction increased by 40%. The client reduced their support team from 20 to 8 agents while handling 3x more volume.
Technical Implementation
Next.jsOpenAI GPT-4LangChainPostgreSQLRedisWebSocket
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