Hajj Agent

Hajj Agent

Category

Conversational AI

Client

Travel Agency

Role

Lead AI Engineer & Maintainer

Year

2025

Stack

WhatsApp APIPythonRAGSession Management

Links

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The Vision

Millions of Muslims worldwide plan their Hajj and Umrah pilgrimages each year, but accessing reliable, personalized information remains fragmented across websites, travel agencies, and religious scholars. Traditional customer support channels struggle with the volume of inquiries, especially during peak seasons.

The Solution

We developed a WhatsApp-integrated conversational AI agent that serves as a 24/7 companion for pilgrims. The system seamlessly combines live travel data with a curated Islamic knowledge base to provide accurate, context-aware guidance directly within WhatsApp—the platform most pilgrims already use.

Core Architecture

Session Management at Scale

  • Architected advanced session storage to maintain individual customer conversation history, preferences, and booking context across multiple interactions
  • Handles multi-user concurrency seamlessly, ensuring each conversation thread remains isolated and contextual
  • Preserves user preferences and travel requirements throughout the entire booking journey

Real-Time Data Integration

  • Integrated live hotel booking APIs for instant availability checks and pricing queries directly within the WhatsApp interface
  • Automated email consultation system that generates and sends personalized travel package details and booking information on request
  • Combines real-time travel data (flights, hotels, weather) with static religious knowledge

Knowledge Base

  • Curated Islamic knowledge base covering ritual procedures, jurisprudence, and pilgrimage guidelines
  • Retrieval-Augmented Generation (RAG) ensures responses are both accurate and religiously sound
  • Validated by Islamic scholars to maintain authenticity

Impact & Results

The Hajj Agent has transformed the pilgrimage planning experience, providing instant, personalized guidance while maintaining religious authenticity and booking convenience—all within the familiar WhatsApp interface.

Narrative AI