Demand Forecast App with Artificial Intelligence
AInventory (free) - AI Demand Forecast in your browser
Optimize your forecasts and inventories and make decisions with confidence. This app allows you to generate demand forecasts in seconds using Artificial Intelligence models and time series. Upload your data, choose the frequency and horizon, and get forecasts by SKU, performance metrics, and CSV downloads.
Ideal for: Planning managers, supply chain managers, demand analysts, operations managers, and SMEs who need reliable forecasts without setting up complex environments.
🚀 What makes AInventory (free) unique
- Automatic selection of the best model: compares ETS, ARIMA, Prophet, Random Forest, and XGBoost and automatically selects the one with the best RMSE in holdout.
- Fast and clear forecasts: 1 to 6-period horizons (daily, weekly, or monthly).
- Confidence intervals (90/95/99%) for time series models.
- Frictionless data upload: CSV/TXT with comma separator (; , or tab) and column mapping from the interface.
- Completes missing dates by SKU and keeps the series sorted automatically.
- Ready-to-use downloads: forecasts.csv and metrics.csv.
- Visualization by SKU: historical chart + forecast overlay.
- Usability first: clean interface, clear buttons, and downloadable template.
Free version: up to 10 SKUs per run, limited session usage, and concurrency/stability restrictions. Need more? Contact us.
🧠How it works (step by step)
- Download the template from the app's home page.
- Prepare your file with three columns: SKU, PERIOD (date), DEMAND (numeric).
- Upload & map: Upload the CSV/TXT file and map the columns (SKU, Period, Demand).
- Choose parameters: frequency (Daily/Weekly/Monthly) and horizon (1–6).
- Run: Click Run All Forecasts. The app splits train/test (80/20), trains 5 approaches (ETS, ARIMA, Prophet, RF, XGBoost), compares by RMSE, and selects the winner by SKU.
- Analyze results: a. Batch: View the status and download results; b. Detail by SKU: Chart with history + forecast.
- Download: a. Forecasts in forecasts.csv (with intervals where applicable); b. Metrics in metrics.csv (MAPE, RMSE, MAE, MASE).
🔒 Privacy and Session
- Your files are processed in a temporary session to generate results.
- Your file is not permanently saved in the database.
- Log out if you're done using it to free up resources.
(If your company requires isolation/on-premise installation, please contact us.)
📦 What's included in this product (Gumroad)
- Access to the AInventory web app (free).
- CSV template downloadable from the app.
- Step-by-step guide in the interface.
- Unlimited email support.
💬 Support
- 📧 info@directrixanalytics.com
- 📞 WhatsApp: +57 300 832 2412
Demand Forecasting web application using artificial intelligence.