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Textile Trading Firm·3 months·2024

End-to-End Communication Module

Impact5hrs → 15min turnaround
Automation Rate95%
Customer Satisfaction+30%
Channels Integrated3
End-to-End Communication Module

Overview

Developed a comprehensive communication automation system for a textile trading firm that was struggling with managing customer inquiries across multiple channels. The solution leverages RAG (Retrieval-Augmented Generation) to provide contextual, accurate responses based on the company's product catalog and policies.

The Challenge

The client was spending 5+ hours daily managing communications across WhatsApp, Telegram, and Email, leading to delayed responses and lost business opportunities.

The Solution

Built a unified messaging hub that aggregates all channels, uses RAG to understand context and generate appropriate responses, and provides a single dashboard for human oversight when needed.

Key Results

  • Reduced response time from 5 hours to 15 minutes

  • 95% automation rate for routine inquiries

  • 30% increase in customer satisfaction scores

Tech Stack

Next.jsVercelOpenAI GPT-4LangChainPostgreSQLWhatsApp Business APITelegram Bot API

Categories

RAGNext.jsVercelAutomation