Demand Forecast App with Artificial Intelligence

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5 ratings

DEMAND FORECASTING APP WITH ARTIFICIAL INTELLIGENCE

The FORECAST web application is an innovative tool designed to help companies make accurate forecasts of the demand for their products or services. Using powerful classical and machine learning algorithms, it manages to analyze historical sales data, its variability and seasonality to predict future demand with great precision.

With an intuitive and easy-to-use interface, this FORECAST APP allows users to load their data sets in Excel and get the best forecast from the following estimated models: ets, arima, prophet, random forest and svm. The intelligent algorithm selects the best model for each of the products automatically.

Once the models have been trained, the FORECAST APP provides clear visualizations and interactive graphs showing demand predictions over time. These predictions can help companies make informed decisions about production, inventory, and supply chain, thereby optimizing efficiency and minimizing operating costs.

It is an application aimed at micro and small companies that are starting the digital transformation of their processes and want to explore solutions that help them optimize resources. It is the perfect solution to reliably forecast demand and maximize business performance in an increasingly competitive marketplace.

Characteristics:

  • View of historical data in tables and graphs.
  • Demand forecasts for a maximum 12-month horizon.
  • Detection and imputation of Outliers and Lost Data.
  • Intelligent model competition algorithm (up to 5 model families).
  • Selection of the best forecast model.
  • KPI of the forecast system (MASE and MAPE).
  • Up to 100 products or SKU.
  • Permanent updates.
  • Free support by email.
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Demand Forecasting web application using machine learning models.

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Demand Forecast App with Artificial Intelligence

5 ratings
I want this!