Religo
Religo is a platform designed to provide a modern and immersive experience for individuals seeking
Introduction:
Are you tired of inaccurate sales forecasts and inefficient operations?
Introducing the Demand Forecast App with Artificial Intelligence. This web application is specifically designed for micro and small companies, providing them with the power to accurately predict demand for their products or services.
By harnessing the capabilities of classical and machine learning algorithms, this innovative tool analyzes historical sales data, taking into account variability and seasonality, to deliver precise predictions for future demand.
With its user-friendly interface, users can easily load their data sets in Excel and obtain the best forecast using advanced models such as ets, arima, prophet, random forest, and svm. The intelligent algorithm automatically selects the most suitable model for each product, ensuring optimal results.
Once the models are trained, the app provides clear visualizations and interactive graphs, showcasing the predicted demand over time. These insights empower companies to make informed decisions regarding production, inventory, and supply chain, ultimately optimizing efficiency and reducing operating costs.
Ideal for companies undergoing digital transformation, the Demand Forecast App is a reliable solution for maximizing business performance in today’s competitive marketplace. Its key characteristics include historical data viewing, demand forecasts for up to 12 months, outlier detection and data imputation, intelligent model competition, prediction system KPIs, support for multiple products or SKUs, regular updates, and free email support.
Don’t let uncertainty hold your business back. Embrace the power of AI and unlock the potential of accurate demand forecasting with the Demand Forecast App.
Overview:
The Demand Forecast App with Artificial Intelligence is a web application aimed at micro and small companies to help them accurately forecast the demand for their products or services. This innovative tool utilizes powerful classical and machine learning algorithms to analyze historical sales data, considering its variability and seasonality, to predict future demand with great precision.
The app offers an intuitive and easy-to-use interface, allowing users to load their data sets in Excel and obtain the best forecast using estimated models such as ets, arima, prophet, random forest, and svm. The intelligent algorithm automatically selects the most suitable model for each product.
Once the models are trained, the app provides clear visualizations and interactive graphs displaying the predicted demand over time. These predictions enable companies to make informed decisions about production, inventory, and supply chain, optimizing efficiency and reducing operating costs.
The Demand Forecast App is ideal for companies undergoing digital transformation and wanting to optimize resources. It is designed to reliably forecast demand and maximize business performance in an increasingly competitive marketplace.
Key characteristics of the app include historical data viewing in tables and graphs, demand forecasts for a maximum 12-month horizon, detection and imputation of outliers and lost 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, permanent updates, and free email support.
Benefits:
- Accurate demand forecasting: The Demand Forecast App utilizes powerful classical and machine learning algorithms to analyze historical sales data, considering variability and seasonality, to predict future demand with great precision.
- Intuitive and easy-to-use interface: The app offers an intuitive and easy-to-use interface, allowing users to load their data sets in Excel and obtain the best forecast using estimated models such as ets, arima, prophet, random forest, and svm.
- Clear visualizations and interactive graphs: Once the models are trained, the app provides clear visualizations and interactive graphs displaying the predicted demand over time, enabling companies to make informed decisions about production, inventory, and supply chain.
- Optimized efficiency and reduced operating costs: By making informed decisions based on the demand forecasts, companies can optimize their resources, streamline their operations, and reduce operating costs.
- Maximized business performance: The Demand Forecast App is designed to reliably forecast demand and maximize business performance in an increasingly competitive marketplace, making it ideal for companies undergoing digital transformation.
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