The  **Next Batch Prediction**  tab in the web application is designed to allow users to predict the risk of failure for the next batch of production and make informed decisions to improve the performance of their predictive maintenance processes to reduce downtimes.

![Capture d’écran 2022-12-13 à 15.32.42.png](HV53wIuxtOBg)

First, select the equipment ID of the machine and the batch parameters that are going to be used and click on the "Run the analysis" button.

The analysis can take a few minutes to complete, after which the tab will display a prediction of the failure risk (in percent) and an explanation of why the prediction was made. For instance, the tab may display abnormal sensor values compared to successful batches, highlighting potential issues that may increase the risk of failure.



