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Reliable Data-Architect Test Testking - Valid Dumps Data-Architect Ebook

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Salesforce Certified Data Architect Sample Questions (Q153-Q158):

NEW QUESTION # 153
A large insurance provider is looking to implement Salesforce. The following exist.
1. Multiple channel for lead acquisition
2. Duplication leads across channels
3. Poor customer experience and higher costs
On analysis, it found that there are duplicate leads that are resulting to mitigate the issues?

A. Build a custom solution to identify and merge duplicate leads.
B. Implement third-party solution to clean and event lead data.
C. Build process is manually search and merge duplicates.
D. Implement de-duplication strategy to prevent duplicate leads
E. Standard lead information across all channels.

Answer: B,D,E

Explanation:
According to the Salesforce documentation2, duplicate leads are leads that have the same or similar information as other leads in Salesforce. Duplicate leads can cause poor customer experience, higher costs, and inaccurate reporting. To mitigate the issues caused by duplicate leads, some of the recommended practices are:
Standardize lead information across all channels (option B). This means using consistent formats, values, and fields for capturing lead data from different sources, such as web forms, email campaigns, or third-party vendors. This can help reduce data quality issues and make it easier to identify and prevent duplicate leads.
Implement a third-party solution to clean and enrich lead data (option D). This means using an external service or tool that can validate, correct, update, and enhance lead data before or after importing it into Salesforce. This can help improve data quality and accuracy, and reduce duplicate leads.
Implement a de-duplication strategy to prevent duplicate leads (option E). This means using Salesforce features or custom solutions that can detect and block duplicate leads from being created or imported into Salesforce. For example, using Data.com Duplicate Management3, which allows defining matching rules and duplicate rules for leads and other objects.
Building a process to manually search and merge duplicates (option A) is not a good practice, as it can be time-consuming, error-prone, and inefficient. Building a custom solution to identify and merge duplicate leads (option C) is also not a good practice, as it can be complex, costly, and difficult to maintain. It is better to use existing Salesforce features or third-party solutions that can handle duplicate leads more effectively.

NEW QUESTION # 154
Which API should a data architect use if exporting 1million records from Salesforce?

A. REST API
B. Streaming API
C. SOAP API
D. Bulk API

Answer: D

Explanation:
Using Bulk API to export 1 million records from Salesforce is the best option. Bulk API is a RESTful API that allows you to perform asynchronous operations on large sets of data. You can use Bulk API to create, update, delete, or query millions of records in batches. Bulk API is optimized for performance and scalability, and it can handle complex data loading scenarios.

NEW QUESTION # 155
A data architect has been tasked with optimizing a data stewardship engagement for a Salesforce instance Which three areas of Salesforce should the architect review before proposing any design recommendation?
Choose 3 answers

A. Review the sharing model to determine impact on duplicate records.
B. Determine if any integration points create records in Salesforce.
C. Export the setup audit trail to review what fields are being used.
D. Run key reports to determine what fields should be required.
E. Review the metadata xml files for redundant fields to consolidate.

Answer: A,B,D

Explanation:
Determining if any integration points create records in Salesforce, running key reports to determine what fields should be required, and reviewing the sharing model to determine impact on duplicate records are three areas of Salesforce that the architect should review before proposing any design recommendation. These areas will help to identify the sources and quality of data, the business rules and validations for data entry, and the access and visibility of data across users and roles. Reviewing the metadata xml files for redundant fields to consolidate, and exporting the setup audit trail to review what fields are being used are not necessary steps for optimizing a data stewardship engagement, as they are more related to metadata management and audit tracking.

NEW QUESTION # 156
Due to security requirements, Universal Containers needs to capture specific user actions, such as login, logout, file attachment download, package install, etc. What is the recommended approach for defining a solution for this requirement?

A. Use Event Monitoring to capture these changes.
B. Use a third-party AppExchange app to capture changes.
C. Use a custom object and trigger to capture changes.
D. Use a field audit trail to capture field changes.

Answer: A

Explanation:
Event Monitoring is a feature that allows you to track user actions, such as logins, logouts, downloads, etc., in your Salesforce org. You can use Event Monitoring to monitor performance, usage, security, and compliance

NEW QUESTION # 157
UC has a legacy client server app that as a relational data base that needs to be migrated to salesforce.
What are the 3 key actions that should be done when data modeling in salesforce?
Choose 3 answers:

A. Identify data elements to be persisted in salesforce.
B. Map legacy data to salesforce objects.
C. Work with legacy application owner to analysis legacy data model.
D. Map legacy data to salesforce custom objects.
E. Implement legacy data model within salesforce using custom fields.

Answer: A,B,E

Explanation:
According to the Data Modeling unit on Trailhead, some of the key actions that should be done when data modeling in Salesforce are identifying data elements, mapping legacy data, and implementing legacy data model. The unit states that "Before you start creating objects and fields in Salesforce, you need to identify the data elements that you want to store and work with. ... Next, you need to map your legacy data to Salesforce objects and fields. ... Finally, you need to implement your data model in Salesforce by creating custom objects and fields using declarative tools or Metadata API." Therefore, these are the correct actions for migrating a legacy client server app to Salesforce.

NEW QUESTION # 158
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