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Salesforce Updated Data-Architect Exam Questions and Answers by lavinia

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Salesforce Data-Architect Exam Overview :

Exam Name: Salesforce Certified Data Architect (SP25)
Exam Code: Data-Architect Dumps
Vendor: Salesforce Certification: Data-Architect
Questions: 257 Q&A's Shared By: lavinia
Question 36

Universal Containers is integrating a new Opportunity engagement system with Salesforce. According to their Master Data Management strategy, Salesforce is the system of record for Account, Contact, and Opportunity data. However, there does seem to be valuable Opportunity data in the new system that potentially conflicts with what is stored in Salesforce. What is the recommended course of action to appropriately integrate this new system?

Options:

A.

The MDM strategy defines Salesforce as the system of record, so Salesforce Opportunity values prevail in all conflicts.

B.

A policy should be adopted so that the system whose record was most recently updated should prevail in conflicts.

C.

The Opportunity engagement system should become the system of record for Opportunity records.

D.

Stakeholders should be brought together to discuss the appropriate data strategy moving forward.

Discussion
Question 37

Universal Container (UC) has accumulated data over years and has never deleted data from its Salesforce org. UC is now exceeding the storage allocations in the org. UC is now looking for option to delete unused from the org.

Which three recommendations should a data architect make is order to reduce the number of records from the org?

Choose 3 answers

Options:

A.

Use hard delete in Bulk API to permanently delete records from Salesforce.

B.

Use hard delete in batch Apex to permanently delete records from Salesforce.

C.

Identify records in objects that have not been modified or used In last 3 years.

D.

Use Rest API to permanently delete records from the Salesforce org.

E.

Archive the records in enterprise data warehouse (EDW) before deleting from Salesforce.

Discussion
Question 38

UC has to built a B2C ecommerce site on Heroku that shares customer and order data with a Heroku Postgres database. UC is currently utilizing Postgres as the single source of truth for both customers and orders. UC has asked a data architect to replicate the data into salesforce so that salesforce can now act as the system of record.

What are the 3 considerations that data architect should weigh before implementing this requirement? Choose 23 answers:

Options:

A.

Consider whether the data is required for sales reports, dashboards and KPI’s.

B.

Determine if the data is driver of key process implemented within salesforce.

C.

Ensure there is a tight relationship between order data and an enterprise resource plaining (ERP) application.

D.

Ensure the data is CRM center and able to populate standard of custom objects.

E.

A selection of the tool required to replicate the data.

F.

– Heroku Connect is required but this is confusing

Discussion
Question 39

Universal Containers (UC) is a major supplier of office supplies. Some products are produced by UC and some by other manufacturers. Recently, a number of customers have complained that product descriptions on the invoices do not match the descriptions in the online catalog and on some of the order confirmations (e.g., "ballpoint pen" in the catalog and "pen" on the invoice, and item color labels are inconsistent: "what vs. "White" or "blk" vs. "Black"). All product data is consolidated in the company data warehouse and pushed to Salesforce to generate quotes and invoices. The online catalog and webshop is a Salesforce Customer Community solution. What is a correct technique UC should use to solve the data inconsistency?

Options:

A.

Change integration to let product master systems update product data directly in Salesforce via the Salesforce API.

B.

Add custom fields to the Product standard object in Salesforce to store data from the different source systems.

C.

Define a data taxonomy for product data and apply the taxonomy to the product data in the data warehouse.

D.

Build Apex Triggers in Salesforce that ensure products have the correct names and labels after data is loaded into salesforce.

Discussion
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