Welcome to UMKM Forecasting System
This system helps you predict optimal daily stock levels to minimize losses and maximize profits.
Getting Started:
- Upload your CSV file containing daily transaction data
- Train the models - system will automatically process and train
- View results - see predictions and performance metrics
- Analyze financial impact - understand profit improvements
- Get recommendations - actionable insights for your business
📋 Required CSV Format:
Your CSV should contain the following columns:
- date - Transaction date
- product_name - Product identifier
- produced - Units produced
- sold - Units sold
- price - Selling price per unit
- unit_cost - Cost per unit
- revenue - Total revenue
- expense - Total expense
Processing...
Please wait while we process your data