Calyx Customer Profit Prediction System

🎯 System Overview

This system predicts customer profit over the next 36 months using:

Historical Contract Analysis: Analyzing past performance patterns
Monte Carlo Simulation: Modeling opportunity conversion probabilities
Machine Learning: Predicting future profit based on customer characteristics
Multi-Contract Support: Handling customers with multiple contracts

📝 Demo Note: This system uses randomly generated data for demonstration purposes. In a production environment, it would connect to your actual CRM and contract management systems.

📊 Historical Data Overview

🎲 Monte Carlo Simulation Results

Click "Run Monte Carlo Simulation" to analyze opportunity conversion probabilities

🧠 ML Model Performance

Click "Train ML Model" to build and evaluate the prediction model

📈 Profit Predictions

Complete all previous steps to generate customer profit predictions

🚀 Calyx Customer Profit Prediction System

🎯 System Overview

📊 Historical Data Overview

🎲 Monte Carlo Simulation Results

🧠 ML Model Performance

📈 Profit Predictions