@Michael_Soprano Thanks for sharing. I think, you can use your demo to clarify what AEP/RTCDP does and does not do out-of-the-box for data quality and cleansing. Can share any workaround and may choose compare limitations with other CDP providers.

Do you have access to Monitoring tab in the Data Collection UI? that allows you to monitor usage patterns, errors, and compute time. If you don't find details can reach out to care team to give you more details.

@MarkVictoria  You can find steps and details to trace target hits here view-target-traces and here troubleshoot-with-assurance

@TylerKrause  I’d start by checking if the errors are only happening for a specific audience, device type, or traffic source. Also, test your data for unusual cases, like missing values, special characters, or very long text fields. And lastly if you’re using identityMap, make sure its structure exa...

@debraj2101 Yes! AEP Mobile SDK can capture AAID on Android devices.    FYI! The advertising ID remains consistent across app upgrades, is included in the standard app backup and restore process, and is accessible through the Signals extension. It is automatically cleared when the app is uninstalled...

@user79428 I'd solve this by either using Query Service or Data Distiller Using Query Service -  Aggregate net spend per department per userIdentify the top department per user and filter to users where top department = ‘Snacks’ Output to a profile-enabled dataset Build a segment in AEP from this e...

@marc_stowe_za Nope! you don't need to create a lookup table to the destination with segment id and segment name (However, that is another option). I see you also working on it (another thread) with Parvesh_Parmar, He is amazing, let us know if the suggested solution helped or need few other ideas o...

  I see... it is a valid concern. while it's unlikely that Adobe software itself has been hacked, the plausible, non-malicious reasons to my knowledge this behavior may occur are - Adobe apps (Acrobat Reader) often run background services that auto-launch or check file associations. If your system o...

@marc_stowe_za  1. You can transform template and use destination.namespaceSegmentNames, to adds a lookup of segment names for each segmentMembership.ups GUID in the payload sent to your destination.  How to Enable - in you destination server configuration set the flag as true 2. on UI by configurin...

@Michael_Soprano There may be many other ways to address your use case. I'll focus on the specific questions you asked. 1. This error generally appears when user try to define fields at the root level, Instead they should extending XDM class "XDM individual profile" and field groups, using the allOf...