Adobe Real-Time Customer Data Platform

Hi Team, We are sending data to Event hub Destination and the source of the records are streaming. We have observed that even after profiles no longer meet the audience criteria, records are still being sent to the destination (at least for the first occurrence after exit).After reviewing the Adobe documentation on Profile Export Behavior, it appears that this is expected behavior in AEP for enterprise streaming destinations.Profile export behavior | Adobe Experience PlatformHas anyone encountered a similar scenario earlier? If so, could you please suggest any potential workaround or best practices to handle this? Thanks in Advance Regards,Mustufa Momin

I have a relational Schema which is connected to a Dataset and is in use, now we want to delete one column without deleting the dataset, any possible solution to achieve this

Has anyone able to push data from CDP to LinkedIn conversation (CAPI). We have been trying from few weeks but unable to do so. anyone has any idea about how to implement that?

Hi Adobe Community, Greetings! To support a new use case, we need to add few profile type attributes to an existing Individual profile class schema. To ingest the historical data for profile attributes, I know that we can create a new dataset and a new dataflow where we map the Primary Id + New fields so that existing profiles can sync in the values.  However, I wanted to check if we can do the same in the existing dataset without creating a new dataset for this exercise?And, If we create a new dataflow where we map the Primary Id + New fields and point it to the same/existing dataset - will it overwrite other columns with null values as other columns were not mapped in the dataflow? Thanks,Sambit

In AEP - Profiles/Overview there are these two widgets:Customer AI scoring summaryCustomer AI distribution of scoresNothing is displayed, but a message saying: "You don’t have permission to access this feature.Permission needed: view-is-customer-ai, manage-is-customer-ai"What are these two permissions and how can they be granted? I checked under Administration/Permissions but couldn't find anything of the sorts. Adobe documentation didn't help either.Thanks.

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What is the difference between these two?These are event propositions returned after Page View event. What is the difference between Decisions and Propositions? 

If I check the box that I want to use authetication in the Streaming API then what is the best practice:generate token every time replace token manually (it expires ex. 90 days?)

Rendering form based Target activity through tags. I created form based activity in Target I send Page Views in tags and then Apply Propositions Apply propositions In the network tab of the browser I see that the activity was delivered by severs. I do not see that div in the DOMHow to debug futher?

We’re excited to celebrate David Ross ( ​@DavidRoss91 ), who has been named the 2025 Community Member of the Year for the Adobe Real-Time CDP community!   Over the past year, David has stood out as one of the RTCDP community’s most trusted and effective problem‑solvers, consistently showing up to help members navigate complex, real‑world challenges with clarity and care.David’s impact is driven by thoughtful, hands‑on support that prioritizes quality over volume. His guidance helps unblock members quickly, solve tricky questions, and improve the overall experience across the RTCDP community. His deep expertise, reliability, and sustained engagement make David a standout leader—and a well‑deserving recipient of this year’s recognition. The Community Member of the Year recognition celebrates individuals who go above and beyond to support others, and David’s contributions exemplify these values. Please join us in congratulating Arun by sharing your appreciation in the comments below. We’r

Excited to co-host with  ​@DavidBarnes11 an open AEP / AJO / RTCDP community discussion on March 24 at 11 AM EST.This will be a fully audience-driven session - the challenges, blockers, and ideas we explore will come directly from the people who show up and share their experiences.If you work with Adobe Experience Platform or Adobe Journey Optimizer, bring your toughest questions:• What’s blocking you?• What limits are you hitting?• What do you wish the platform could do better?The goal is simple: learn from each other and tap into the collective knowledge of the community.🔗 Learn more & RSVP:https://lnkd.in/eYfJ8XWC💬 If you want to influence the discussion, message ​@Asheesh_Pandey or ​@DavidBarnes11 with the AEP / AJO challenge that’s keeping you up at night. ​​​​​@NimashaJain ​@Sukrity_Wadhwa @Stephanie Dam

we have APIs to submit the sql query using queryService API. The other APIs then allows to check the status of queryService run. https://platform.adobe.io/data/foundation/query/queriesBut how do we get the result of that sql query using the API method ?

how do we populate the timeZone attribute in Preference Details field group ? is there a computed attribute formula we can use to convert city or postal address to derive the timezone ? 

Hi Adobe community, Greetings!@_Manoj_Kumar_ @nnakirikanti @dhanesh04s @an1989 @renatoz28 @brekrut @ccg1706 @somen-sarkar @saswataghosh @NickMannion I had a doubt regarding a segment. The requirement was to build a segment of – “Investors who bounced from the website i.e., made no hits after the initial page view” preferably in last 90 days. And to verify this we know that Bounce rate is about 56% of the page view traffic. For this I went through two approaches –Approach A -  – Building a sequential audience where the first rule will determine Investors who have had a page view and then did not have any link click value/event. This sequence would happen in Last 90 days.   Approach B –  -  Building two audiences where 1st audience will be Investors who have had a page view event/value in last 90 days. -  2nd Audience will be Investors who have had a page view followed by having a link click event/value in last 90 days (Sequential Segment). -  3rd   Audience contains above two audiences

I have got following use-case with code base experience which I want to render using Web SDK. Use Tags (UI) for tagging. I sent specific surface when conditions are met  Its returned by the Adobe server What are the options in order to render? That one: https://experienceleague.adobe.com/en/docs/experience-platform/collection/use-cases/personalization/render-manual-propositions ?Second option is to send Send Event Complete in Tags and then render them manually using Custom Code 

Can the Marketo administrator set the permission for non-administrator accounts to view the personal information of database users? When non-administrator accounts view the database information, only partial information should be displayed. For example, when viewing Zhang San's email, only the encrypted email should be shown.

Real-Time CDP Collaboration Release Real-Time CDP Collaboration now supports CSV file upload as a new method for sourcing audiences, as well as new mobile match keys (IDFA and GAID) for enhanced audience matching and measurement.New featuresCSV upload for Audience Sourcing: Upload CSV files to source audiences into Collaboration directly from the UI. Ideal for onboarding first-party data for short-term collaboration projects.  Mobile Match Key Support: Collaboration now supports mobile match keys, including IDFA and GAID, for audience matching and measurement. These match keys are selected during account setup and can then be used when configuring connection settings for new connections and in downstream collaboration workflows.Please find the detailed information around the new functionalities here: Latest ReleaseFeel free to reach out in case you have any questions and/or feedback through the below comment section.

segmentmentsnapshot dataset and profilesnapshot dataset shows "last batch status" as disabled in dataset listing but shows “status” as success in dataset activity.When i check max last modified date by querying sengementsnapshot dataset (select max(_repo.modifyDate) from segmentdefinition_snapshot_export), it shows me of 02/06/2026.Please help to find why the “Last Batch Status” is disabled in dataset listing page, while it is success in dataset activity page. below are the screenshot for your reference. Dataset Listing: Dataset Activity: 

Is it possible to create edge & streming audience definitions using segment API? Its not confirmed in the documentation ..

I have got such an error while building Dev4 library. Does this mean that every resource which is already upstream has to be changed in order to build dev library? Its not possible to only update only one resource in Dev library?  

Any ideas what is the difference?  

I have got library on prod: Its not mapped to any environment - that says UI. Is it mapped automatically to Prod env?