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| Section | Objectives |
|---|---|
| Data Integration | - API-based integration approaches - Integration patterns in Salesforce - ETL vs ELT strategies |
| Salesforce Data Model and Platform Capabilities | - Reporting and analytics considerations - Relationships and schema design - Standard and custom objects |
| Data Management | - Data quality management - Master data management (MDM) concepts - Data governance principles |
| Data Architecture and Design | - Conceptual and logical data modeling - Data modeling best practices in Salesforce - Handling large data volume and scalability considerations |
| Data Migration | - Data migration strategies and planning - Data cleansing and transformation |
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NEW QUESTION # 166
An Architect needs to document the data architecture for a multi-system, enterprise Salesforce implementation. Which two key artifacts should the Architect use? (Choose two.)
Answer: A,B
Explanation:
Option B is correct because data model is a key artifact that an architect should use to document the data architecture for a multi-system, enterprise Salesforce implementation. Data model describes the structure and relationship of data entities within an organization. Option C is correct because integration specification is another key artifact that an architect should use to document the data architecture for a multi-system, enterprise Salesforce implementation. Integration specification defines the scope, requirements, design, testing, and deployment of integration solutions between Salesforce and other systems.
NEW QUESTION # 167
Universal Containers is experiencing frequent and persistent group membership locking issues that severely restricts its ability to manage manual and a automated updates at the same time.
What should a data architect do in order to restore the issue?
Answer: C
Explanation:
Enabling granular locking allows concurrent sharing rule calculations and group membership updates to run without locking each other. This can help resolve the group membership locking issues that UC is experiencing.
NEW QUESTION # 168
Universal Containers has millions of rows of data in Salesforce that are being used in reports to evaluate historical trends. Performance has become an issue, as well as data storage limits.
Which two strategies should be recommended when talking with stakeholders?
Answer: C,D
Explanation:
Using scheduled batch Apex to copy aggregate information into a custom object and delete the original records can improve the performance and reduce the data storage limits by removing unnecessary data and keeping only the summary data that is needed for reporting. Configuring the Salesforce Archiving feature to archive older records and remove them from the data storage limits can also help with performance and storage issues by moving historical data to a separate system that is still accessible but does not affect the operational data
NEW QUESTION # 169
Northern Trail Outfitters Is planning to build a consent form to record customer authorization for marketing purposes. What should a data architect recommend to fulfill this requirement?
Answer: D
Explanation:
The Authorization Form Consent object is a standard object that allows you to capture customer consent for marketing purposes. It has fields such as Consent Captured Date, Consent Captured Source, Consent Description, and Consent Status. You can use this object to create consent forms and track customer responses. This is the best option to fulfill the requirement, as it does not require any custom development or external solution.
NEW QUESTION # 170
All accounts and opportunities are created in Salesforce. Salesforce is integrated with three systems:
- An ERP system feeds order data into Salesforce and updates both
Account and Opportunity records.
- An accounting system feeds invoice data into Salesforce and updates
both Account and Opportunity records.
- A commission system feeds commission data into Salesforce and updates both Account and Opportunity records.
How should the architect determine which of these systems is the system of record?
Answer: C
Explanation:
Option D is correct because data flows should be reviewed with the business users to determine the system of record per object or field. The system of record is the authoritative source of data for a given entity or attribute. It may vary depending on the business context and requirements.
NEW QUESTION # 171
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