Dynamics 365 Customer Insights - Data

Based on the document Exclude bot interactions - Dynamics 365 Customer Insights from Microsoft, inflated open rates are a known occurrence due to the fact that bot protection does not apply to email opens. As a result, nonhuman traffic can artificially increase open rates, leading to misleading analytics.

I would like assistance in identifying a solution to prevent this issue from occurring in the future

If you are creating a measure that shows the latest order based on several different tables ingested from several different systems, it is easy to create the latest order per customer per ingested table, but combining the latest order over several different tables, or just measures, is not possible. Either it has to be done by first putting these into activities and then doing "latest" on the activities, or running the calculations outside of CI-D, with for instance, Fabric.

It would be very good if there was a built in report showing the last x full system refreshes and how long these processes take. It is possible to build this yourself with the diagnostics data but it will not contain the dependencies as described in this excellent article by Fast Track SA Ashwini Puranik: https://community.dynamics.com/blogs/post/?postid=84fbbaaf-262b-f011-8c4e-7c1e5218b899