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Salesforce Certified Data Architect certification is a highly sought-after certification for professionals who want to excel in their Salesforce career. Salesforce Certified Data Architect certification validates the skills required to design, implement, and maintain complex data solutions on the Salesforce platform. The Salesforce Certified Data Architect certification is a valuable asset for professionals who want to stand out in the competitive Salesforce job market.
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Salesforce Certified Data Architect Sample Questions (Q47-Q52):
NEW QUESTION # 47
Universal Containers has 30 million case records. The Case object has 80 fields. Agents are reporting reports in the Salesforce org.
Which solution should a data architect recommend to improve reporting performance?
- A. Move data off of the platform and run reporting outside Salesforce, and give access to reports.
- B. Create a custom object to store aggregate data and run reports.
- C. Build reports using custom Lightning components.
- D. Contact Salesforce support to enable skinny table for cases.
Answer: D
Explanation:
According to the Salesforce documentation 1 , reporting performance can be affected by various factors, such as the volume and complexity of data, the design and configuration of reports and dashboards, the number and type of users accessing the reports, etc. To improve reporting performance, some of the recommended solutions are:
* Move data off of the platform and run reporting outside Salesforce, and give access to reports (option C). This means using an external service or tool that can extract, transform, and load (ETL) data from Salesforce to another system or database, such as a data warehouse or a business intelligence platform.
This can improve reporting performance by reducing the load and latency on Salesforce, and enabling faster and more flexible reporting and analysis on the external system. Users can access the reports from the external system using a link or an embedded component in Salesforce.
* Contact Salesforce support to enable skinny table for cases (option B). This means requesting Salesforce to create a custom table that contains a subset of fields from the Case object that are frequently used or queried. A skinny table can improve reporting performance by avoiding joins between standard and custom fields, omitting soft-deleted records, and leveraging indexes on the fields
2 .
* Create a custom object to store aggregate data and run reports (option A). This means creating a custom object that contains summary or calculated data from the Case object, such as counts, sums, averages, etc. A custom object can improve reporting performance by reducing the number of records and fields that need to be queried and displayed.
* Build reports using custom Lightning components (option D). This means creating custom components that use Lightning Web Components or Aura Components frameworks to display report data in Salesforce. A custom component can improve reporting performance by using client-side caching, pagination, lazy loading, or other techniques to optimize data rendering and interaction.
NEW QUESTION # 48
Universal Containers (UC) is a business that works directly with individual consumers (B2C). They are moving from a current home-grown CRM system to Salesforce. UC has about one million consumer records. What should the architect recommend for optimal use of Salesforce functionality and also to avoid data loading issues?
- A. Load one Account record and one Contact record for each individual consumer.
- B. Load all individual consumers as Account records and avoid using the Contact object.
- C. Create a Custom Object Individual Consumer c to load all individual consumers.
- D. Create one Account and load individual consumers as Contacts linked to that one Account.
Answer: D
Explanation:
According to the exam guide, one of the objectives is to "describe best practices for implementing a single-org strategy in a B2C scenario"1. This implies that option D is the best practice for loading individual consumers as contacts in Salesforce. This approach avoids creating unnecessary accounts and reduces data duplication. Option C is not correct because it creates one account per contact, which increases data volume and complexity. Options A and B are not correct because they do not leverage the standard contact object, which provides native functionality and integration with other Salesforce features.
NEW QUESTION # 49
Universal Containers has a large number of Opportunity fields (100) that they want to track field history on. Which two actions should an architect perform in order to meet this requirement? Choose 2 answers
- A. Create a custom object to store a copy of the record when changed.
- B. Use Analytic Snapshots to store a copy of the record when changed.
- C. Create a custom object to store the previous and new field values.
- D. Select the 100 fields in the Opportunity Set History Tracking page.
Answer: A,C
NEW QUESTION # 50
Universal Containers is creating a new B2C service offering for consumers to ship goods across continents. This is in addition to their well-established B2B offering. Their current Salesforce org uses the standard Account object to track B2B customers. They are expecting to have over 50,000,000 consumers over the next five years across their 50 business regions. B2C customers will be individuals. Household data is not required to be stored. What is the recommended data model for consumer account data to be stored in Salesforce?
- A. Use the Account object with Person Accounts and a new B2C page layout.
- B. Use the Account object with a newly created Record Type for B2C customers.
- C. Use 50 umbrella Accounts for each region, with customers as associated Contacts.
- D. Create a new picklist value for B2C customers on the Account Type field.
Answer: A
NEW QUESTION # 51
Based on government regulations, a Salesforce customer plans to implement the following in Salesforce for compliance:
Access to customer information based on record ownership
Ability for customers to request removal of their information from Salesforce Prevent users from accessing Salesforce from outside company network (virtual private network, or VPN) What should a data architect recommend to address these requirements?
- A. Implement Salesforce shield with Event Monitoring to address the requirement.
- B. Contact Salesforce support to restrict access only with VPN and other requirements
- C. Implement IP restrictions, sharing settings, and custom Apex to support customer requests.
- D. Allow users access to Salesforce through a custom web application hosted within VPN.
Answer: C
NEW QUESTION # 52
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