Project Overview
A comprehensive customer support automation platform that handles 10,000+ daily conversations across multiple channels. The AI system understands context, resolves queries, and seamlessly escalates to humans when needed.
🏗️ Technical Architecture:
• Laravel 10 with microservices architecture
• OpenAI GPT-4 with fine-tuning on client knowledge base
• WhatsApp Business API + Slack + Web widget integrations
• WebSocket server for real-time chat (Laravel Reverb)
• Vector database (Pinecone) for semantic search
• Multi-language support (Urdu, English, Arabic)
🤖 AI Capabilities:
• Context-Aware Conversations: Maintains context across 20+ message history
• Intent Classification: 50+ predefined intents with 96% accuracy
• Knowledge Base RAG: Answers from 10,000+ help articles
• Sentiment Analysis: Auto-escalates angry customers
• Human Handoff: Seamless transfer with full context
• Conversation Analytics: Insights from 100K+ monthly chats
📈 Performance Metrics:
✓ 80% of queries resolved without human intervention
✓ 90% reduction in first-response time (2 hours → 30 seconds)
✓ 4.8/5 customer satisfaction rating
✓ 24/7 availability across 3 time zones
✓ 40% reduction in support team workload
Client: Telecom Company (Pakistan)
Duration: 10 weeks
Team: 3 developers, 1 AI specialist, 1 QA engineer
🏗️ Technical Architecture:
• Laravel 10 with microservices architecture
• OpenAI GPT-4 with fine-tuning on client knowledge base
• WhatsApp Business API + Slack + Web widget integrations
• WebSocket server for real-time chat (Laravel Reverb)
• Vector database (Pinecone) for semantic search
• Multi-language support (Urdu, English, Arabic)
🤖 AI Capabilities:
• Context-Aware Conversations: Maintains context across 20+ message history
• Intent Classification: 50+ predefined intents with 96% accuracy
• Knowledge Base RAG: Answers from 10,000+ help articles
• Sentiment Analysis: Auto-escalates angry customers
• Human Handoff: Seamless transfer with full context
• Conversation Analytics: Insights from 100K+ monthly chats
📈 Performance Metrics:
✓ 80% of queries resolved without human intervention
✓ 90% reduction in first-response time (2 hours → 30 seconds)
✓ 4.8/5 customer satisfaction rating
✓ 24/7 availability across 3 time zones
✓ 40% reduction in support team workload
Client: Telecom Company (Pakistan)
Duration: 10 weeks
Team: 3 developers, 1 AI specialist, 1 QA engineer
Technologies Used
AI Chatbots
Customer Support
Laravel
OpenAI
WhatsApp API
Automation
SaaS
Key Results
40%
Efficiency Gain
99.9%
Uptime Achieved
4.8/5
Client Rating
"Hcodecraft delivered exceptional results. Their technical expertise in Laravel and AI integration transformed our business operations. The team was professional, responsive, and delivered on time."
