Case Study
How We Delivered an AI Chatbot in 2 Weeks
January 10, 2026
Speed matters in AI implementation. Here's how we delivered a production-ready AI chatbot for one of our Japanese enterprise clients in just two weeks.
The Challenge
The client needed an intelligent customer service bot that could answer questions using their existing knowledge base of 10,000+ documents — in both Japanese and English.
Our Approach
We used RAG (Retrieval-Augmented Generation) architecture with a vector database to index all documents, connected to a fine-tuned LLM for natural conversation. The system handles 85% of customer inquiries without human intervention.
Results
The chatbot reduced customer service response time from 24 hours to under 30 seconds, with a 92% customer satisfaction rate.