Building an Enterprise-Grade Multi-Agent Customer Service System with LangGraph

1. Why Single-Agent Architectures Break in Real Customer Service In e-commerce customer service, user requests are rarely simple. A typical message might look like this: "Can you check the shipping status for order, tell me about the warranty policy for that product, and update my delivery address?" This single message contains three distinct intents, requires two different data sources, and demands coordinated execution.