Adobe Experience Platform

If I create Data Type with API its not editable in UI? Is it standard behaviour?

I have relationship between these two schemas: profile schema with ID of user’s favourite petrol station  non profile schema with relationship to schema from point A. All the details about petrol station - what is available etc Does it make sense to use the schema from point B as a lookup schema in AJO? 

Just a quick question - can someone help us to understand if Dynamic Datastream rerouting occurs after datastream transformations? or if this happens before? I assume its afterwards but I wanted confirmation. Thanks,Ty

 After a recent upgrade of the OneTrust Consent Management for Cookies extension in Adobe Launch, we started encountering the following runtime error:Uncaught Error: [OptIn] Invalid category(-ies). Please use the `OptIn.Categories` enum.This error was not present before the extension upgrade and now occurs consistently after publishing the new build. Observations✅ Previous OneTrust Extension Version (working)In the older version of the OneTrust extension, the generated custom code configuration looked like this: JSON {"otConfiguration": {}}``Show more linesThere were no undefined Adobe categories, and Adobe Opt‑In worked as expected.❌ New OneTrust Extension Version (after upgrade)After upgrading the OneTrust extension, the generated configuration now looks like the following:  {"autoLoadScript": false,"otConfiguration": {"adobeCat_0": "undefined","adobeCat_1": "undefined","adobeCat_2": "undefined","adobeCat_3": "undefined","adobeCat_4": "undefined","adobeCat_5": "undefined","adobeCat_6

Hello Community,I have a clarification question related to datetime formatting in Adobe Experience Platform (AEP) using Data Prep.From the source file, we receive the datetime value as a string in the following format:2026-04-10 14:23:56My requirement is to ingest this into AEP as a datetime/timestamp field, but with the date represented in MM‑DD‑YYYY order, for example:04-10-2026 14:23:00The primary concern here is whether AEP allows transforming and storing the datetime in MM‑DD‑YYYY HH:mm:SS format, instead of the default YYYY‑MM‑DD.I understand that AEP standardizes timestamps internally, but I would like to confirm:Is it technically possible in AEP Data Prep to store a datetime with the MM‑DD‑YYYY date order? If not, is this format strictly limited to parsing at ingestion ? What would be the recommended best practice in this scenario?Any guidance or confirmation from the community would be very helpful.Thank you!

​@AmitVishwakarma ​@Asheesh_Pandey ​@kautuk_sahni ​@akshay_kashyap Any suggestions would be appreciated thank you Hi Folks,Based on the referenced document, I created a date filter to limit ingestion from a Snowflake table that contains the last 10 years of historical data. The requirement was to ingest only the last one month of data initially and then continue with incremental ingestion going forward.The initial load completes successfully, and we can see the expected data in AEP. However, during the incremental runs, the dataflow fails to ingest any new records, even though new data is available in Snowflake.It appears that the delta column–based incremental logic is not picking up the latest data, resulting in no records being ingested during incremental executionsPQL filter in the Source connection works as expected !--scriptorstartfragment-->{  "type": "PQL",  "format": "pql/json",  "value": {    "nodeType": "fnApply",    "fnName": ">=",    "params": [      {        "nodeTy

According to the official documentation, for B2C implementations, the Schema Editor UI only allows configuring one-to-one relationships between schemas:Define a Relationship Between Two Schemas Using the Schema Editor | Adobe Experience PlatformI would like to clarify the following: Is it possible to define one-to-many or many-to-many relationships between XDM schemas using the Schema Registry API? If this is not supported (neither via UI nor API), what is the recommended modeling approach in AEP to represent these relationships? Denormalization into the primary schema? Use of lookup datasets? Use of ExperienceEvent schemas with references? Are there any limitations or implications for Real-Time Customer Profile or segmentation when modeling these types of relationships? Any guidance or best practices for handling one-to-many or many-to-many relationships in B2C AEP implementations would be greatly appreciated.Thanks in advance.

Is there a way to define a timeout for a ITAS/CTAS query? Out of the box timeout is 24 hours but I’d like to limit that to 5 hours, preferably on query level? Cheer,Mauri

My connection to the PostgreSQL database  for the Query Service has been giving me this errorErrorCode: 08P01 queryId: 07326d38-0746-48c6-8332-17b75c01dac2 Unknown error encountered. Reason: [Embedded Postgres: Error while populating metadata tables in embedded Postgres]This was not happening before until 2weeks ago.My solution uses psycopg2 library to connect to query services.  conn = psycopg2.connect(                f"sslmode=require host={hostname} port=5432 dbname={database}?FLATTEN user={user} password={password}"I’m completely not sure what the issue as this setup has being running for almost a year. 

Is the Embedded feature of the Postgresql db deprecated. I’m table about the ?FLATTEN that enable access to metadata tables.conn = psycopg2.connect(f"sslmode=require host={hostname} port=5432 dbname={database}?FLATTEN user={user} password={password}")This doesn’t seem to work anymore. Any clue

​@AmitVishwakarma ​@Asheesh_Pandey ​@kautuk_sahni ​@akshay_kashyap Hi Folks,Based on the referenced document, I created a date filter to limit ingestion from a Snowflake table that contains the last 10 years of historical data. The requirement was to ingest only the last one month of data initially and then continue with incremental ingestion going forward.The initial load completes successfully, and we can see the expected data in AEP. However, during the incremental runs, the dataflow fails to ingest any new records, even though new data is available in Snowflake.It appears that the delta column–based incremental logic is not picking up the latest data, resulting in no records being ingested during incremental executionsPQL filter in the Source connection works as expected !--scriptorstartfragment-->{  "type": "PQL",  "format": "pql/json",  "value": {    "nodeType": "fnApply",    "fnName": ">=",    "params": [      {        "nodeType": "fieldLookup",        "fieldName": "busine

We are running into challenges where a person is merging duplicate records in SFDC, and SFDC sets the score with the winning record. However, when it syncs to Marketo is sums (aka doubles) the score. Trying to figure out a workaround as this is causing false MQLs to trigger to sales. This is because our MQL programs are triggered based off the person score hitting a certain threshold.Any insights?

Is it possible to insert data to multiple Datasets in one SQL Query? 

Hi Folks,​@jainarundeep ​@edgar_herrera ​@sbral ​@BahadurAh ​@MatheusPa1 Would need some suggestions on below We are observing several hundred batch IDs that have been stuck in a “loading” state in 2 months period, which suggests potential data loss. and it is never tracked via subscription adobe alertsThe source system successfully sent the data, however these batches never transitioned out of the loading state and appear to be stuck indefinitely. As a result, the data is not available downstream and we are currently missing critical data.We have subscribed to dataflow ingestion alerts, but these alerts are not providing any visibility into batches that remain in the loading state, and no updates are triggered for these batch IDs.Given that the data is now outdated and cannot be backfilled or re‑ingested, what is the most efficient and recommended approach to immediately identify, monitor, and detect batches that are stuck in the loading state?we are using Retrieve list of batches wit

Hello all,We have standard setup in AEP to collect the event data for our application, don’t have any source and destination model to ingest data. I want to setup any alert system when there is any data ingestion failure. Is there any OOTB alert system provided by Adobe itself to trigger emails or is there any api to check if there are any failed batches to recursively?If anyone come across this kind of requirements or done already implementation, please help me.I have gone through the below link but it’s not working for us.Thank you in advance!-Kishore

Hi All We are facing a challenge in capturing the correct ECID value in one of the custom eVar (v23). But because of the CSP policies on the platform the ECID is not available on the client when the rule  trigger hence name of the data element as a string is being passed like %ECID% in eVar23. To get this fixed and replace %ECID% with an empty string , I am using this expression in data stream as iif(content.xdm._experience.analytics.customDimensions.eVars.eVar23 == '%ECID%', '', _experience.analytics.customDimensions.eVars.eVar23)But still getting the same string (%ECID%) in v23 and causing a failed batch in AEP Dataset.Any advice or suggestion to get this addressed is appreciated. Thank you.

Hi Adobe Community, Greetings! Until early Feb or Feb end, I was able to see the pattern field property available for string fields in AEP and could freely test the regex pattern to filter out records which were invalid. For the use case, we wanted to filter out invalid Identity values and we could do the testing. But until recently, Adobe has pushed an update it seems where the pattern field property is only available if dataset is not created from the schema. So to test the regex pattern you need to create schema → add pattern → create dataset → Ingest data to test if regex pattern is working or not. Incase the pattern fails, then you need to delete the dataset → update regex pattern in the schema → create dataset → ingest data → and test again.  So, I feel this is not very developer friendly. When I inquired this with adobe support, I got to know the reason why this change was made is, now Pattern is considered as a breaking change. I feel its not, as we can control the error thresh

Does anyone know where I can find release notes specifically for AEP Data Collection Tags (FKA Launch)?Recently, I noticed some new features within the Tags UI, so obviously Adobe has made changes, but I am unable to find any release notes that explain these changes.In the right side area of the Tags > Properties screen there is a What’s New section with a Release Notes link that points to the following URL, but there is no AEP Data Collection Tags info on that page.https://experienceleague.adobe.com/en/docs/experience-platform/release-notes/latest#data-collection 

Hi, We are seeing batch failure error in dataset and below is the error description“The message cannot be validated because a required property is missing: #: required key [_organizationName] not found.”However, whenever we are testing and checking, we do see ‘_organizationName’ on every interact call. We have one field ‘userID’ which is required in the schema of this ‘_organizationName’ object, and we do see this required field having value in every interact call but intermittently we do see the batch failure error. 

Hi Adobe community, greetings!  Has anyone tried or is there any way to evaluate profiles and consider their latest event? I found this blog and was trying to replicate this but I was not able to.  Link - https://medium.com/adobetech/how-to-capture-latest-experience-event-in-adobe-experience-platform-and-learn-dynamic-segmentation-4cea352b2262 Has anyone tried and found success? Our requirement was to qualify users who have Account status as active. For example - If in the morning we got an event for a user saying Account status is active and then in the evening we get the account status is inactive. How do we make sure that we look at the latest event only, considering the look back period of evaluation timeframe for the audience is set to “In last 1 day or 24 hours”? Thanks,Sambit

Hi everyone,I’m currently setting up a Google Ads Source Connector in Adobe Experience Platform (AEP) to pull campaign performance data into a dataset based on the XDM ExperienceEvent classBut am facing this challengeThe "segments.date" 400 Bad Request Error: Initially, I tried to include segments.date in the attribute list for the GoogleAds.Campaign resource. This resulted in a 400 BadRequest error.campaign.name, metrics.clicks, segments.dateDoes anyone connect google ads data into AEP?  

I am planning to take up Adobe RTCDP business practitioner certification, been using cdp for an year. There is so much in the UI, how to remember everything, any suggestions are appreciated.

Dear AEP Community,Your time is precious, and we understand the importance of efficiency when it comes to troubleshooting issues with Adobe Experience Platform.That's why we're excited to again bring you our carefully curated collection of Top KCS (Knowledge-Base) Articles for March 2026, designed to help you resolve common challenges swiftly and effectively.Our Top KCS Articles are your shortcut to:Quickly identifying and resolving recurring issues. Accessing expert insights and best practices for AEP. Streamlining your troubleshooting process for maximum productivity. Empowering yourself with the knowledge to tackle any AEP-related problem head-on.Why spend hours searching for solutions, when our Top KCS Articles have already done the heavy lifting for you?Let us help you save time so you can focus on what truly matters – creating highly personalized digital experiences with AEP.Start supercharging your problem-solving skills today by exploring our Top KCS Articles! Take a look:Profi

Hey AEP practitioners, One thing that keeps coming up when I talk to teams across the industry: staying on top of Adobe release notes is genuinely hard. Not because the documentation isn't there - it is - but because carving out time to check it regularly just doesn't happen when day-to-day work takes over. I built DXP Intel to solve exactly that. It monitors release notes across Adobe Experience Cloud solutions weekly, summarises what's new, and surfaces it in one place. You subscribe to the products you care about - Target, AEP, CJA, AJO, whatever's relevant to you - and only get an email when there's actually something new. No noise, no digest of nothing. Check it out → dxpintel.com Happy to hear any feedback - this is early days and I'm actively improving it.