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Salesforce Certified Data Architect Sample Questions (Q147-Q152):

NEW QUESTION # 147
In their legacy system. Universal Containers has a monthly accounts receivable report that compiles data from Accounts, Contacts, Opportunities, Orders. and Order Line Items. What difficulty will an architect run into when implementing this in Salesforce?

A. A report cannot contain data from Accounts and Contacts.
B. Salesforce does not support Orders or Order Line Items.
C. Salesforce allows up to four objects in a single report type.
D. Custom report types cannot contain Opportunity data.

Answer: C

NEW QUESTION # 148
DreamHouse Realty has a data model as shown in the image. The Project object has a private sharing model, and it has Roll-Up summary fields to calculate the number of resources assigned to the project, total hours for the project, and the number of work items associated to the project.
There will be a large amount of time entry records to be loaded regularly from an external system into Salesforce.

What should the Architect consider in this situation?

A. Calculate summary values instead of Roll-Up by using triggers.
B. Calculate summary values instead of Roll-Up by using workflow.
C. Load all data after deferring sharing calculations.
D. Load all data using external IDs to link to parent records.

Answer: C

Explanation:
According to the exam guide, one of the objectives is to "describe the use cases and considerations for deferring sharing calculations"1. This implies that option A is the correct way to load large amounts of data into Salesforce without affecting performance and data integrity. Deferring sharing calculations allows the data to be loaded first and then the sharing rules to be applied later2. Option B is not correct because workflows are not recommended for calculating summary values, as they can cause performance issues and data skew3. Option C is not correct because triggers are also not recommended for calculating summary values, as they can cause governor limit errors and data inconsistency. Option D is not correct because external IDs are used to link records from different systems, not to improve data loading performance.

NEW QUESTION # 149
Universal Containers (UC) has implemented Sales Cloud and it has been noticed that Sales reps are not entering enough data to run insightful reports and dashboards. UC executives would like to monitor and measure data quality metrics. What solution addresses this requirement?

A. Generate reports to view the quality of sample data.
B. Use custom objects and fields to calculate data quality.
C. Use third-party AppExchange tools to monitor and measure data quality.
D. Export the data to an enterprise data warehouse and use BI tools for data quality.

Answer: C

Explanation:
Using third-party AppExchange tools to monitor and measure data quality can address the requirement of UC executives by providing features such as data cleansing, deduplication, validation, enrichment, and scoring.
These tools can help improve the accuracy, completeness, and consistency of the data entered by sales reps .

NEW QUESTION # 150
DreamHouse Realty has a legacy system that captures Branch Offices and Transactions. DreamHouse Realty has 15 Branch Offices. Transactions can relate to any Branch Office. DreamHouse Realty has created hundreds of thousands of Transactions per year.
A Data Architect needs to denormalize this data model into a single Transaction object with a Branch Office picklist.
What are two important considerations for the Data Architect in this scenario? (Choose two.)

A. Limitations on master-detail relationships.
B. Limitations on Org data storage.
C. Bulk API limitations on picklist fields.
D. Standard list view in-line editing.

Answer: B,C

NEW QUESTION # 151
Cloud Kicks has the following requirements:
- Data needs to be sent from Salesforce to an external system to generate invoices from their Order Management System (OMS).
- A Salesforce administrator must be able to customize which fields will be sent to the external system without changing code.
What are two approaches for fulfilling these requirements? (Choose two.)

A. An Outbound Message to determine which fields to send to the OMS.
B. A set<sobjectFieldset> to determine which fields to send in an HTTP callout.
C. Enable the field -level security permissions for the fields to send.
D. A Field Set that determines which fields to send in an HTTP callout.

Answer: A,D

Explanation:
An Outbound Message is a native Salesforce feature that allows sending data to an external system without code. It can be configured to include any fields from the source object3. A Field Set is a collection of fields that can be used in Visualforce pages or Apex classes to dynamically determine the fields to send in an HTTP callout. Both of these approaches meet the requirements of Cloud Kicks.

NEW QUESTION # 152
......

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Free Download Salesforce Reliable Data-Architect Exam Tutorial With Interarctive Test Engine & High-quality Data-Architect Valid Test Duration

Data-Architect Valid Test Duration & Exam Data-Architect Materials

Salesforce Certified Data Architect Sample Questions (Q147-Q152):

100% Pass 2025 Salesforce Data-Architect: Salesforce Certified Data Architect –High-quality Reliable Exam Tutorial

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