Detect anomalies in your Intune environment with Azure Cognitive Services – Part 1 Device Compliance

It is hard to keep track of your Intune environment. With the help of log events you can build static monitoring via Azure automation or logic apps. This is possible if you are only interested in a specific event or if you can express this via static code. However, if you want to detect anomalies, e.g. a strong increase or decrease of the device count or how many devices are compliant, it is difficult to implement this without machine learning and to set static values. In this blog series I would like to show you how you can use Azure cognitive services to build a monitoring system and send you messages based on abnormal deviations. So let’s get started.

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