WhatsApp Customer Support Automation with CrewAI + Twilio

Transform your customer support with AI-powered multi-agent automation. Reduce costs by 98% while maintaining 24/7 availability and consistent quality.

Key Benefits

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Instant Response

Responses in under 2 seconds, 24/7 availability

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Multi-Agent Intelligence

Specialized agents for support and quality assurance

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98% Cost Reduction

From $25 to $0.50 per customer interaction

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Unlimited Scalability

Handle any volume without additional staffing

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Easy Integration

Works with existing CRM, knowledge base, and ticketing systems

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Consistent Quality

Every response reviewed by QA agent before sending

System Architecture

CrewAI + Twilio Conversations WhatsApp Customer Support Architecture

How It Works

  1. Customer sends message via WhatsApp
  2. Twilio Conversations API receives and forwards message
  3. CrewAI Support Agent analyzes and crafts response
  4. QA Agent reviews response for quality and accuracy
  5. Approved response sent back to customer
  6. Escalation to human agents when needed

Live Demo Simulator

Try different customer service scenarios to see the AI agents in action

Demo Scenarios

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WhatsApp Business

AI Agents Online
AI-powered customer support is ready. Select a scenario above to see the multi-agent system in action.

Agent Process

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Support Agent

Analyzing customer request...

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QA Agent

Reviewing response quality...

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Response

Sending to customer...

Configuration Panel

Mock configuration settings for Twilio and CrewAI integration

Twilio Configuration Loading...

CrewAI Agents

Support Agent

Role: Customer Support Specialist

Goal: Provide helpful and accurate customer support responses

Active

QA Agent

Role: Quality Assurance Reviewer

Goal: Review and improve response quality before sending

Active

Tools & Integration

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Customer Data Tool

Access customer orders, history, and preferences

Connected
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Knowledge Base

Company policies, FAQ, and product information

Connected
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Escalation Tool

Route complex issues to human agents

Connected

Environment Variables Loading...

OPENAI_API_KEY=Loading...
TWILIO_ACCOUNT_SID=Loading...
TWILIO_AUTH_TOKEN=Loading...
TAVILY_API_KEY=Loading...
FLASK_ENV=production

Analytics Dashboard

Performance metrics and insights from your AI customer support system

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CPU Usage
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Memory Usage
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Total Customers
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Total Orders
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Active Conversations
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System Uptime
Never refreshed

Cost Comparison

Traditional Support
$25.00
AI-Powered Support
$0.45
98% Cost Reduction

System Status

Database: Connected
Ollama LLM: Loading...
Memory: Loading...
Messages Today: Loading...

Recent Conversations

Loading conversation history...

Setup Guide

Get your WhatsApp customer support automation running in under 2 hours

1

Twilio Setup

Create Twilio account and configure WhatsApp Business API

โฑ๏ธ 15 minutes
2

CrewAI Configuration

Set up AI agents and customize for your business

โฑ๏ธ 30 minutes
3

Webhook Integration

Deploy Flask server and configure webhooks

โฑ๏ธ 20 minutes
4

Testing & Launch

Test the integration and go live

โฑ๏ธ 15 minutes

Resources & Code Examples

๐Ÿ“„ Requirements

Python dependencies for the project

View requirements.txt

๐Ÿ Main Code

Complete Flask application with CrewAI integration

View Python code

๐Ÿ”ง Environment

Environment variables template

View .env example

๐Ÿ“– Setup Guide

Detailed implementation guide

View setup guide