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Salesforce Data-Architect (Salesforce Certified Data Architect) Exam is a certification exam designed to test the knowledge and capabilities of professionals in the field of data architecture in the Salesforce ecosystem. It is a highly sought-after certification that validates the skills and experience of individuals in designing and implementing complex data solutions on the Salesforce platform.

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Salesforce Data-Architect Certification Exam is a two-part exam that evaluates a professional's knowledge and skills in designing and building complex data architectures in Salesforce. The first part of the exam focuses on data modeling, data architecture, and data integration. The second part of the exam evaluates a professional's expertise in data governance, data quality, and data security. Salesforce Certified Data Architect certification exam is intended for professionals who have experience in data architecture, data modeling, data integration, and data management with the Salesforce platform.

Salesforce Certified Data Architect Sample Questions (Q76-Q81):

NEW QUESTION # 76
Universal Containers has two systems. Salesforce and an on -premise ERP system. An architect has been tasked with copying Opportunity records to the ERP once they reach a Closed/Won Stage. The Opportunity record in the ERP system will be read-only for all fields copied in from Salesforce. What is the optimal real-time approach that achieves this solution?

A. Implement a workflow rule that sends Opportunity data through Outbound Messaging.
B. Have the ERP poll Salesforce nightly and bring in the desired Opportunities.
C. Implement an hourly integration to send Salesforce Opportunities to the ERP system.
D. Implement a Master Data Management system to determine system of record.

Answer: A

Explanation:
Implementing a workflow rule that sends Opportunity data through Outbound Messaging is the optimal real-time approach that achieves the solution of copying Opportunity records to the ERP once they reach a Closed/Won Stage. A workflow rule can trigger an Outbound Message when an Opportunity record meets certain criteria, such as having a Closed/Won Stage. An Outbound Message can send data from Salesforce to an external system via SOAP API, without requiring any code. The external system can then process the data and create a read-only record in the ERP system. The other options are not optimal or real-time, as they would either require additional systems or tools, not provide real-time data synchronization, or not meet the frequency requirement

NEW QUESTION # 77
Cloud Kicks has the following requirements:
* Their Shipment custom object must always relate to a Product, a Sender, and a Receiver (all separate custom objects).
* If a Shipment is currently associated with a Product, Sender, or Receiver, deletion of those records should not be allowed.
* Each custom object must have separate sharing models.
What should an Architect do to fulfill these requirements?

A. Create a required Lookup relationship to each of the three parent records.
B. Create two Master-Detail and one Lookup relationship to the parent records.
C. Associate the Shipment to each parent record by using a VLOOKUP formula field.
D. Create a Master-Detail relationship to each of the three parent records.

Answer: A

Explanation:
A required Lookup relationship ensures that the Shipment record must have a value for each of the three parent records, and also prevents the deletion of those parent records if they are referenced by a Shipment record. A Master-Detail relationship would not allow separate sharing models for each custom object, and a VLOOKUP formula field would not enforce the relationship or prevent deletion

NEW QUESTION # 78
Universal Containers (UC) has users complaining about reports timing out or simply taking too long to run What two actions should the data architect recommend to improve the reporting experience? Choose 2 answers

A. Enable Divisions for large data objects.
B. Share each report with fewer users.
C. Index key fields used in report criteria.
D. Create one skinny table per report.

Answer: C,D

Explanation:
Indexing key fields used in report criteria can speed up the query execution and reduce the report run time.
Indexes can be created by Salesforce automatically or manually by request. Creating one skinny table per report can also improve the reporting performance by storing frequently used fields in a separate table that does not include complex formulas or joins.

NEW QUESTION # 79
Universal Containers (UC) requires 2 years of customer related cases to be available on SF for operational reporting. Any cases older than 2 years and upto 7 years need to be available on demand to the Service agents.
UC creates 5 million cases per yr.
Which 2 data archiving strategies should a data architect recommend? Choose 2 options:

A. Use Big objects for cases older than 2 years, and use nightly batch to move them.
B. Use custom objects for cases older than 2 years and use nightly batch to move them.
C. Sync cases older than 2 years to an external database, and provide access to Service agents to the database
D. Use Heroku and external objects to display cases older than 2 years and bulk API to hard delete from Salesforce.

Answer: A,D

Explanation:
The best data archiving strategies for UC are to use Big objects and Heroku with external objects. Big objects allow storing large amounts of data on the Salesforce platform without affecting performance or storage limits.
They also support point-and-click tools, triggers, and Apex code. Heroku is a cloud platform that can host external databases and integrate with Salesforce using external objects. External objects enable on-demand access to external data sources via standard Salesforce APIs and user interfaces. Using bulk API to hard delete cases from Salesforce will free up storage space and improve performance.

NEW QUESTION # 80
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 dat a. 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?

A. Stakeholders should be brought together to discuss the appropriate data strategy moving forward.
B. The MDM strategy defines Salesforce as the system of record, so Salesforce Opportunity values prevail in all conflicts.
C. A policy should be adopted so that the system whose record was most recently updated should prevail in conflicts.
D. The Opportunity engagement system should become the system of record for Opportunity records.

Answer: A

NEW QUESTION # 81
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