Description
The AI-powered Demand Forecast App is a web-based solution tailored for micro and small businesses, designed to facilitate precise forecasting of product or service demand.
This cutting-edge tool employs robust classical and machine learning algorithms to examine historical sales data, taking into account its fluctuations and seasonal patterns, to accurately predict future demand. The app features an intuitive and user-friendly interface, enabling users to upload their datasets in Excel format and obtain optimal forecasts using established models like ETS, ARIMA, Prophet, Random Forest, and SVM.
The intelligent algorithm automatically identifies the most appropriate model for each product. Once the models are trained, the app delivers clear visualizations and interactive charts illustrating projected demand over time.
These forecasts empower businesses to make well-informed decisions regarding production, inventory management, and supply chain operations, thereby boosting efficiency and decreasing operational expenses. The Demand Forecast App is ideally suited for companies undergoing digital transitions and seeking to optimize resource allocation.
It is engineered to reliably forecast demand and enhance business performance in an increasingly competitive market. Key features of the app include historical data presentation in tables and graphs, demand forecasts spanning a maximum of 12 months, detection and handling of outliers and missing data, an intelligent model competition algorithm supporting up to 5 model families, selection of the best forecast model, prediction system KPIs (MASE and MAPE), support for up to 100 products or SKUs, ongoing updates, and complimentary email support.
