Yes, this is a new area IFS has been working with couple of IFS Cloud releases now , covering Asset Monitoring , Anomaly Detections ,Asset Health & Insights. Few more phases to walk through  to complete the full journey including forecasting, failure predictions etc.etc. 

I suggest to refer,  IFS News Presentations & Academy Materials to start with.

Hope this would help.

@Mayura Wasantha When is the news etc. for 23R1 available? I'm thinking that we have added quite a lot to the APM story with this release.

Thanx Mathias and Mayura - I’ll read the 23R1 news when released...

Hi guys.

Today with 25R1 or 25R2 do we have the functions of Predict Algorithms with Machine Learning embedded in IFS Cloud for APM - Predict failures automatically?  Or it’s necessary to buy addicional services of IFS in Azure?

The principal of this predictions are the origin of the data from the IoTs... to submit the new data to the model trainned. In this case we need to use IFS IoT Discovery Manager of Azure or there are functions embedded in IFS Cloud? 
What components of the IFS Cloud does this funcional of receive all the data, filter, analyses and submit for the predict model?

I'm trying to understand what products and models are necessary for complete APM in IFS Cloud. 

Thanks!

Fernando

Hi ​@fzgarcia  We are stills short of a full predictive capability such as failure predictions. However, we have delivered an Anomaly detection and handling capabilities into IFS Cloud. 

Now IFS has introduced IFS OI to do the data management part on behalf of IFS CLOUD.