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Salesforce Certified Data Architect Sample Questions (Q17-Q22):

NEW QUESTION # 17
US is implementing salesforce and will be using salesforce to track customer complaints, provide white papers on products and provide subscription (Fee) - based support.
Which license type will US users need to fulfil US's requirements?

A. Salesforce license.
B. Lightning platform starter license.
C. Sales cloud license
D. Service cloud license.

Answer: D

NEW QUESTION # 18
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?

A. Add custom fields to the Product standard object in Salesforce to store data from the different source systems.
B. Build Apex Triggers in Salesforce that ensure products have the correct names and labels after data is loaded into salesforce.
C. Define a data taxonomy for product data and apply the taxonomy to the product data in the data warehouse.
D. Change integration to let product master systems update product data directly in Salesforce via the Salesforce API.

Answer: C

NEW QUESTION # 19
DreamHouse Realty has a Salesforce org that is used to manage Contacts.
What are two things an Architect should consider using to maintain data quality in this situation? (Choose two.)

A. Use workflow to delete duplicate records.
B. Use validation rules on new record create and edit.
C. Use Salesforce duplicate management.
D. Use the private sharing model.

Answer: B,C

Explanation:
Using Salesforce duplicate management and using validation rules on new record create and edit are two things that an architect should consider using to maintain data quality for managing Contacts. Salesforce duplicate management allows the architect to create matching rules and duplicate rules to identify, prevent, or allow duplicate records based on various criteria. Validation rules allow the architect to enforce data quality standards and business logic by displaying error messages when users try to save invalid data. The other options are not relevant or helpful for maintaining data quality

NEW QUESTION # 20
Universal Containers (UC) has deployed Salesforce to manage Marketing. Sales, and Support efforts in a multi -system ERP environment After reaching the limits of native reports & dashboards. UC leadership is looking to understand what options can be used to provide more analytical insights. What two approaches should an architect recommend? Choose 2 answers

A. AppExchange Apps
B. Wave Analytics
C. Setup Audit Trails
D. Weekly Snapshots

Answer: A,B

NEW QUESTION # 21
Northern Trail Outfitters (NTO) wants to start a loyalty program to reward repeat customers. The program will track every item a customer has bought and grants them points for discounts. The following conditions will exist upon implementation:
Data will be used to drive marketing and product development initiatives.
NTO estimates that the program will generate 100 million rows of date monthly.
NTO will use Salesforce's Einstein Analytics and Discovery to leverage their data and make business and marketing decisions.
What should the Data Architect do to store, collect, and use the reward program data?

A. Create a custom object in Salesforce that will be used to capture the Reward Program data.
B. Have Einstein connect to the point of sales system to capture the Reward Program data.
C. Create a custom big object in Salesforce which will be used to capture the Reward Program data for consumption by Einstein.
D. Create a big object in Einstein Analytics to capture the Loyalty Program data.

Answer: C

Explanation:
According to the official Salesforce guide1, big objects are designed to store and manage massive data volumes within Salesforce without affecting performance. They can be queried by using Async SOQL or standard SOQL, and they can be accessed by using Apex, Visualforce, Lightning components, or APIs. Big objects are ideal for storing data that is used for analytics or reporting purposes, such as the reward program data. Option A is the correct answer because it allows NTO to create a custom big object in Salesforce that can store the reward program data and make it available for consumption by Einstein Analytics and Discovery. Option B is incorrect because Einstein cannot connect directly to the point of sales system to capture the reward program data. Option C is incorrect because Einstein Analytics does not support creating big objects. Option D is incorrect because custom objects are not suitable for storing large volumes of data.

NEW QUESTION # 22
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