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Enterprise Conversational AI System

Built a custom enterprise chatbot system with RAG architecture, fine-tuned on the company's knowledge base for accurate, legally-compliant, context-aware responses at scale.

Client

GlobalCorp Ltd.

Category

NLP & Conversational AI

Date Completed

November 2023

The Challenge

Customer support was handling 10,000+ queries per month manually, with a 48-hour average response time and 72% ticket repetition causing severe team burnout.

Our Solution

Deployed a RAG-based conversational AI trained on 50,000+ company documents, integrated with CRM, with multi-language support, escalation logic, and live agent handoff.

Key Results

85% of all queries resolved by AI

2-minute average response time

45% reduction in support operational costs

4.8/5 average customer satisfaction score

Technologies Used

PythonLangChainGPT-4PineconeFastAPI

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