ChatGenius AI Customer Support
Support That Never Sleeps
Multi-agent AI customer support platform with RAG (Retrieval-Augmented Generation), automatic ticket routing, sentiment analysis, and human handoff. Handling 50K+ conversations/month with 92% resolution rate without human intervention.
The Challenge
Core Objectives
- Deploy multi-agent AI system with specialized bots for billing, technical support, and onboarding
- Implement RAG pipeline using company knowledge base with Pinecone vector database for accurate responses
- Build real-time sentiment analysis to detect frustration and trigger intelligent human handoff
- Create a unified dashboard for monitoring AI performance, conversation analytics, and agent workload
Technology Stack
Intelligent Multi-Agent Support Platform
We built a sophisticated AI support ecosystem where specialized agents collaborate to resolve customer issues instantly, with seamless human escalation when needed.
RAG-Powered Knowledge Engine
Retrieval-Augmented Generation pipeline indexing 10K+ help articles, product docs, and past tickets via Pinecone for contextually accurate, hallucination-free responses.
Smart Ticket Routing
Intent classification and priority scoring that routes conversations to the right AI specialist or human agent within milliseconds based on topic complexity.
Sentiment Analysis & Handoff
Real-time emotion detection across conversations that triggers proactive human escalation before customer frustration peaks, maintaining 4.7/5 satisfaction.
Multi-Agent Collaboration in Real Time
The system orchestrates specialized AI agents—billing bot, tech support bot, and onboarding assistant—that work together and share context seamlessly across conversation threads.
From Chaos to Automation
Support Audit
Analyzed 100K historical tickets to identify patterns, common queries, and escalation triggers.
AI Agent Design
Architected specialized agents with LangChain, built RAG pipeline, and trained intent classifiers.
Platform Integration
Built React dashboard, integrated with existing CRM/helpdesk tools, and deployed real-time analytics.
Optimization & Scale
Fine-tuned agent responses using feedback loops, achieved 92% auto-resolution within 3 months.
Redefining Customer Support Efficiency
ChatGenius transformed their support operations from a cost center into a competitive advantage with measurable ROI.
Performance Metrics
Project Gallery
"The AI agents JenovaTech built handle 92% of our conversations without any human involvement. Our response time went from 4 hours to under 12 seconds. This is the most impactful technology investment we've ever made."
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