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| Section | Objectives |
|---|---|
| Data Migration | - Data cleansing and transformation - Data migration strategies and planning |
| Data Management | - Data quality management - Data governance principles - Master data management (MDM) concepts |
| Data Integration | - ETL vs ELT strategies - API-based integration approaches - Integration patterns in Salesforce |
| Data Architecture and Design | - Data modeling best practices in Salesforce - Conceptual and logical data modeling - Handling large data volume and scalability considerations |
| Salesforce Data Model and Platform Capabilities | - Reporting and analytics considerations - Standard and custom objects - Relationships and schema design |
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NEW QUESTION # 45
The architect is planning a large data migration for Universal Containers from their legacy CRM system to Salesforce. What three things should the architect consider to optimize performance of the data migration? Choose 3 answer
Answer: A,D,E
Explanation:
Removing custom indexes on the data being loaded will prevent unnecessary index maintenance and improve the data load speed. Deferring sharing calculations of the Salesforce Org will avoid frequent sharing rule evaluations and reduce the load time. Deactivating approval processes and workflow rules will prevent triggering any automation logic that might slow down or fail the data load.
NEW QUESTION # 46
Universal Containers (UC) is concerned that data is being corrupted daily either through negligence or maliciousness. They want to implement a backup strategy to help recover any corrupted data or data mistakenly changed or even deleted. What should the data architect consider when designing a field -level audit and recovery plan?
Answer: D
Explanation:
Option C is the best answer because reviewing projected data storage needs is an important step in designing a field-level audit and recovery plan. You need to estimate how much data storage you will need in the future and plan accordingly.
NEW QUESTION # 47
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: A
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 # 48
Universal Containers wishes to maintain Lead data from Leads even after they are deleted and cleared from the Recycle Bin. What approach should be implemented to achieve this solution?
Answer: B
Explanation:
According to the exam guide, one of the objectives is to "describe how to use queryAll() or ALL ROWS keywords to access deleted records in Apex and SOQL". This implies that option C is the correct way to access deleted records in Salesforce. Option D is not correct because sending data to a data warehouse does not maintain the data in Salesforce. Options A and B are not correct because they do not apply to deleted records.
NEW QUESTION # 49
Universal containers is implementing Salesforce lead management. UC Procure lead data from multiple sources and would like to make sure lead data as company profile and location information. Which solution should a data architect recommend to make sure lead data has both profile and location information?
Answer: C
Explanation:
The best solution to make sure lead data has both profile and location information is to leverage external data providers to populate company profile and location data. This is because external data providers can enrich lead data with additional information from third-party sources, such as Dun & Bradstreet, ZoomInfo, or Clearbit. This can help improve lead quality, segmentation, and conversion. Salesforce supports integrating with external data providers using Data.com Clean or other AppExchange solutions. Asking sales people to search for populating company profile and location data is inefficient and prone to errors. Running reports to identify records which do not have company profile and location data is useful, but does not solve the problem of how to populate the missing data. Exporting data out of Salesforce and sending to another team to populate company profile and location data is cumbersome and time-consuming.
NEW QUESTION # 50
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