◆ AI BUSINESS AUTOMATION AGENT
CONVERSATIONS / DAY
310
AUTO-RESOLVED
82%
AVG. RESPONSE TIME
3s

Project Overview

Built for a retail business, this AI agent connects to WhatsApp Business API and handles product questions, order status lookups, and appointment bookings automatically, using a RAG pipeline over the client's product catalog and escalating to a human only when needed.

Specifications & Circuit Type

Orchestration

LangChain agent with tool-calling for catalog & order lookups

Knowledge Base

RAG pipeline over the client's product catalog and FAQs

Automation Layer

n8n workflows for booking confirmations and order sync

Integration

WhatsApp Business API, connected to the client's order database

Deployment

Dockerized services on a cloud VM with autoscaling

Escalation

Automatic handoff to a human agent for unresolved queries

Technologies Used

LangChain WhatsApp Business API RAG n8n Python Docker OpenAI API

Key Features

82% of queries auto-resolved
Real-time order status lookups
Automated appointment booking
RAG-powered product Q&A
Human handoff for edge cases
Full conversation analytics dashboard

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