this analytical tool for the automation of processes, through the understanding and response generated by the analysis of time series and their different characteristics. This tool uses machine learning algorithms to identify patterns in the time series such as seasonality, that is, it evaluates the behavior of the products over time, all this with a previous continuous training. The analysis starts from the sales history of the products.