🧠 Overview

This project focused on designing and implementing a complete AI-powered CRM automation system for Kopi Shop to convert cold leads into paying customers.

The system integrates:

The objective was to create a structured, automated, and intelligent customer journey — from initial interest (free coffee code or inquiry) to first purchase and long-term retention — while reducing manual intervention.


❗ Problem

Kopi Shop was generating leads through a free coffee code offer, but the system lacked automation and intelligence: