AI-Driven SaaS User Management System - Project Summary

🎯 Project Overview

This project implements a complete AI-powered web automation solution for managing SaaS application users without relying on APIs. It combines Playwright browser automation with OpenAI's GPT-4 for intelligent UI analysis and user management operations.

📁 Project Structure

Core Files (5 Python Files)

1. config.py - Configuration settings and SaaS portal definitions
2. browser_automation.py - Playwright browser automation handler
3. ai_agent.py - OpenAI-powered UI understanding and data extraction
4. data_processor.py - Data processing, validation, and export functionality
5. main.py - Main orchestrator coordinating all components

Supporting Files

1. requirements.txt - Python dependencies
2. setup.py - Automated setup script
3. demo.py - Demo script for testing without real SaaS credentials
4. README.md - Comprehensive documentation

🚀 Key Features

Data Extraction

• Intelligent Scraping: AI-powered HTML analysis to extract user data
• Adaptive Selectors: Automatically adapts to UI changes using AI
• Data Validation: Cleans and validates extracted information