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#Data Cloud57 debatiendo

Hello,    I am trying to authenticate to Snowflake using a data share target in salesforce, however everytime I authenticate on the snowflake side after inputting the client credentials, it throws an error message stating "We couldn't get the Data Share Target Connection details, please try again".    I'm following the Data share target tutorial that salesforce has outlined here:  Create a Data Share Target to Connect with Snowflake    Does anyone know what the issue could be? Thank you.   

 

@* Data 360 * 

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Hi everyone,    I’m trying to deploy a Data Kit / CRM bundle to production using a change set, following the steps from the documentation.    https://help.salesforce.com/s/articleView?id=data.c360_a_data_cloud_sandbox_deploy.htm&type=5     The Data Kit moved to production successfully at first, but when I try to deploy the data kit, it fails with this error:    Deployment has failed due to user exception. Error: [Error while executing Datakit Deploy Job for component CRM bundle 'choice_home'. Message: {"permissionErrors":[{"objectName":"Choice","fieldsNames":[All the field name]}],"errorCode":"SFDC_PERMISSION_ERROR"}]    I have already granted the System Admin profile permission to all the fields on the Option object, but the deployment still fails.    Could someone help me understand:    Which user is actually used when deploying a Data Kit?    What else should I check besides field permissions?    Is there a specific deployment order required for Data Cloud / Data Kit components?    Any guidance would be appreciated.    

 

@* Salesforce Developers *

@* Data 360 * 

2 respuestas
  1. Ayer, 22:02

    We ran into this issue.  We needed to add permissions for the Data spaces and FLS to the Data Cloud Salesforce Connector permission set.  Then we were able to deploy.  

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Hi, I am trying to use custom DMO of profile type as primary object in identity rule, but its not visible there.  I have already created contact point email relationship to this DMO and everything is mapped to DLO.   Is there anything special we need to do to make custom DMOs available for Identity Resolution?     

3 respuestas
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Hi everyone, 

 

I'm trying to set up a data stream to connect to Snowflake tables via this connector:

Issues with incremental/upsert refresh from Snowflake connector

However, it's essential that when this data stream runs, it only ingests records that have been created or updated since the last time ingestion ran. My table has got datetime fields such as 'updated_at' which should allow Data Cloud to tell which records have been changed since the last time ingestion ran. 

 

The issue is that when I move further through the data stream creation process, at no point am I being asked what refresh type I want (full, incremental, upsert), nor am I given the opportunity to pick a field Data Cloud should use to assess which records have changed since the last ingestion. My last view before hitting 'deploy' is this:

image.png

 

Hitting 'enable acceleration' allows me to decide how often it should refresh, but not the refresh type or anything like this. This seems to contradict the documentation I've read on how this process works. 

 

How do I set up this data stream to only ingest new/updated records when it runs rather than everything at once? Is it an issue with the connector or am I missing something? 

 

@* Data 360 *

 

 

#Data Cloud

1 respuesta
  1. 5 may, 9:13

    Hi James, 

     

    I hope you were able to find the answers but I just found this thread. I think you need to continue with enabling acceleration, it will allow you to use the incremental column (like a date time ) and you can set the interval as min, hour, day, week. It only retrieves inserted or updated column not deleted.

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Please can you help me in knowing if at all it is possible to connect a  single BU(among 5 BU) of SFMC to multiple data cloud org (dev and test both). I have multi org connector enabled however as per my understanding the multi org connector allows to connect diff CRM orgs to diff BU (one BU >one crm org and not one BU > multiple CRM org)  

 

Can data cloud be connected to only Parent BU or child BU also?

 

I am getting different answers on google and by AI and not sure about this. 

 

#Marketing Cloud #Data Cloud 

3 respuestas
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I’m working with Salesforce Data Cloud and an unstructured web crawler, but some page sections appear to be JavaScript-rendered and are not being reliably captured by the crawler. 

Has anyone worked with this type of scenario?  I’d like to know whether this is a known limitation, and if there is any recommended workaround or alternative approach. 

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Hi everyone, wanted to share a Salesforce case around data residency.

 

 A Fortune 500 cosmetics company needed to centralize China contact data in their US-hosted Sales Cloud, while strict laws required all PII to stay in China. 

 

We implemented an approach where sensitive data is stored and processed locally, while the global org only works with anonymized data. 

 

Result: single global Salesforce, no China org, compliant setup.

 

#Salesforce Admin #Sales Cloud #Salesforce #Integration #Security #Data Management #Data Cloud #Salesforce Developer

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Data 360 Document AI Resources

 

Product Documentation

 

 | Official Salesforce help documentation for Document AI 

https://help.salesforce.com/s/articleView?id=data.c360_a_document_ai.htm&type=5

 

Developer Documentation (APIs)

 

 | Technical API reference for developers implementing Document AI 

 

Agentic Enterprise Solutions Documentation

 

 | Documentation hub for Salesforce solutions 

 

Data Cloud - 256 (Summer '25) Technical Release Enablement - May 2025 

 

Start at 2:12:40 for Document AI content 

 | 

https://datacloud.hubs.vidyard.com/watch/8SWKymzCaKtdVYnjAAnywf

 

 

 

Start at 1:56:19 for Document AI content 

 |  

 

Document AI API - "Hello, World" GitHub Project

 

 | Sample code and API test application for hands-on experimentation 

 

Process Unstructured Data with Document AI 

 

 | Salesforce Developer blog on practical applications 

 

Rise of Intelligent Document Processing

 

 | LinkedIn article on industry trends and Document AI's role 

 

 Video / Demo

 

Documentation

 

 GitHub Repos

TDX Session 

 

@Ananth Anto

 

#Salesforce Developer  #Agentforce  #Data Cloud  #Trailhead  #Trailhead Challenges  #Salesforce

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I have uploaded Salesforce CRM Product data into Data Cloud. Additionally, I have ingested three CSV files into Data Cloud that contain extra product-related information.

For each CSV dataset (DMO), I created a relationship with the Product DMO using an n:1 cardinality (multiple records from CSV mapped to one Product based on Product Code).

My requirement is:   I want to display the related records from these CSV datasets on the Salesforce Product record page as a Related List, matching based on Product Code (CSV ↔ Product2.ProductCode).

I tried following Salesforce documentation:

  •  Edited the Lightning Record Page 
  •  Added Dynamic Related List – Single component 

However, I am not able to see my Data Cloud (CSV-based) related objects in the related list options.

Questions:

  •  Is this possible using Data Cloud Related Lists / Enrichments
  •  What configuration steps are required to make Data Cloud DMOs visible as related lists in Salesforce UI? 
  •  Do I need additional setup like Data Actions, Calculated Insights, or Data Federation?
1 respuesta
  1. 24 abr, 8:37

    Hi @Sourabh Dondekar,

    Yes, this is possible using Data Cloud Related Lists (Enrichments) but there are a few important configuration steps you're likely missing:

    Why you can't see CSV DMOs in the Related List options:

    • Only DMOs that are linked to a CRM object via a defined relationship in Data Cloud AND have Related List enabled will appear in the Lightning page component.
    • CSV-based DMOs don't automatically show up — they need additional setup.

    Steps to make it work:

    1. Verify the DMO Relationship:
      • In Data Cloud, confirm your CSV DMO has a proper n:1 relationship mapped to the Product DMO using Product Code.
    2. Enable Data Cloud Related List on the DMO:
      • Go to Data Cloud Setup → Data Model → your CSV DMO
      • Check if "Related List" is enabled for that DMO — this is a required step that's often missed.
    3. Map to the CRM Object correctly:
      • The relationship must trace back to Product2 (CRM) via the unified individual or direct object mapping.
    4. On the Lightning Record Page:
      • Use the "Data Cloud Related List" component (not the standard Dynamic Related List) — make sure you're using the correct component.
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Hi All,

I have a requirement where I am adding Account CRM data into Data Cloud using a Data Stream.

I want to understand:

  1.  How can I automatically update or upsert Account data from CRM into Data Cloud? 
    •  Is this handled automatically by Data Streams refresh? 
    •  Do we need to configure anything extra (like scheduled refresh or incremental updates)? 
  2.  How does data refresh/updating work in Data Streams
    •  Is it real-time or scheduled? 
    •  What is the best practice for keeping data in sync? 
  3.  Regarding licensing: 
    •  In Enterprise or Professional Edition, is there any additional cost for refreshing or updating data in Data Streams? 
    •  Are there any limits or considerations? 

Would appreciate guidance.    

Thanks in advance!   

2 respuestas
  1. 20 abr, 9:40

    Hi @Sourabh Dondekar

    -  

     

    1. Standard CRM connector refreshes every 15 mins. Whatever is modified in 15 min is refreshed. No need to configure if you use Salesforce CRM connector. 

    2. If you use Salesforce CRM connector ingestion is free. 

     

    Thanks

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