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AI & ML

AI Chatbot for Customer Support

AI-powered chatbot using NLP for automated customer support handling 80% of queries without human intervention.

Client
TechSupport Inc
Duration
3 months
Team Size
6 professionals
Year
2024

Project Impact

80%
Automation
50%
Cost Reduction
24/7
Availability
95%
Satisfaction

Project Overview

TechSupport Inc handles customer queries for multiple clients. They wanted an AI chatbot to handle common queries automatically, reducing response time and support costs.

Challenge

Building an NLP-powered chatbot that could understand complex customer queries, provide accurate responses, and seamlessly handoff to human agents when needed.

Solution

Developed custom chatbot using GPT models, trained on historical support data. Integrated with existing ticketing system and implemented sentiment analysis for escalations.

Results

80% automation rate
50% cost reduction
24/7 availability

Key Features

Natural language understanding
Multi-language support
Sentiment analysis
Context-aware responses
Human handoff
Knowledge base integration
Ticket creation
Analytics dashboard
Continuous learning
Multi-channel support

Technology Stack

PythonTensorFlowNLPGPTReactFastAPIPostgreSQLRedis

Product Screens

Chat Interface

Clean, user-friendly chat widget

Analytics

Query types and resolution metrics

Knowledge Base

Manage bot responses and training data

Conversations

Review and improve bot interactions

"

The AI chatbot has been a game-changer. It handles the majority of our support queries instantly, and customers love the quick responses. Our team can now focus on complex issues.

NJ
Neha Joshi
Head of Support, TechSupport Inc

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