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MASTERING DATA ARCHITECTURE: EXAM 1 SOLUTIONS 2025 – YOUR BLUEPRINT TO SUCCESS!

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MASTERING DATA ARCHITECTURE: EXAM 1 SOLUTIONS 2025 – YOUR BLUEPRINT TO SUCCESS! This comprehensive guide is a game-changer for anyone preparing for their Data Architecture Exam. It offers 100% accurate solutions and detailed explanations, ensuring you grasp the foundational principles and adva...

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  • 19. november 2024
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MASTERING DATA ARCHITECTURE: EXAM 1 SOLUTIONS 2025 – YOUR BLUEPRINT
TO SUCCESS!


Cosmic Grocery is a company that would like to implement a master
data management solution. The company uses several systems, including
Salesforce and an ERP system, which should be integrated for
consolidating data in a central hub. A master data management strategy
will need to be defined to determine the system of record (SOR) and the
single source of truth (SSOT). Which of the following are valid
considerations related to this? Choose 2 answers.


A. The system of record is the is the authoritative data source for a given
record
B. There can be multiple systems of record for a given piece of
information
C. The master data management system cannot act as the single source
of truth
D. The single source of truth refers to the place where a record can be
sourced from. - Precise Answer ✔✔A & D


The system of record is the authoritative data source for a given record,
data attribute or piece of information. There can be only one system of
record for a given piece of information. The single source of truth refers
to the place where a record can be sourced from, which is generally the
master data management system or hub where the data from the different
enterprise systems are consolidated.

,Cosmic Enterprises would like to capture how the different data and
business entities are defined with the applications created in Salesforce,
including information about the sales, support, and lead lifecycles. The
data architect of the company has suggested the creation of a data
dictionary using the Metadata API for this requirement. Which of the
following metadata types should be retrieved using Metadata API and
included in the data dictionary? Choose 3 answers.


A. Business Process
B. CustomObject
C. Layout
D. Profile
E. Report - Precise Answer ✔✔A, B, & C


The following metadata types can be included in the data dictionary:
1) BusinessProcess - This allows tracking sales, support, and lead
lifecycles, and displays different picklist values for users based on their
profile
2) CustomObject - This represents metadata information about a custom
object
3) Layout - This represents metadata associated with a page layout


Profile represents a user profile which defines a user's permission to
perform different functions within Salesforce. Report represents a
custom report. These metadata types cannot be used o capture how
different data and business entities are defined in Salesforce
applications.

,https://developer.salesforce.com/docs/atlas.en-us.api_meta.meta/
api_meta/meta_types_list.htm


The sales users of Cosmic Solutions regularly delete 'Closed Lost'
opportunities. For the purpose of reference and reporting, the sales
director of the company would like to maintain opportunity data even
after opportunities have been removed from the Recycle Bin. However,
he is concerned about data storage limitations due to the growing
number of records. What should a data architect recommend to meet this
requirement? Choose 1 answer.


A. Use a custom object and an Apex trigger to store deleted opps in
Salesforce
B. Send the opps to another enterprise system before they are deleted, in
the target system.
C. Create a custom field on the Opp object to allow users to specify
which opps need to be deleted.
D. Send the opps to a data warehouse before they are deleted, and flag
them as deleted in the data warehouse. - Precise Answer ✔✔D. Send the
opps to a data warehouse before they are deleted, and flag them as
deleted in the data warehouse.


In order to meet this requirement, opps can be sent to a data warehouse
before they are deleted. These opps can be marked as 'Deleted' in the
data warehouse. Opps in the data warehouse can be used for reference
and reporting. Although they could also be sent to another enterprise
system, using a data warehouse is a more logical approach since

, organizational data are typically consolidated in a data warehouse. A
custom object should not be used for this requirement due to data
storage limitations of SF. Using a custom field on the Opp object to
mark opps that require deletion would not prevent the deletion of those
opps.


Cosmic Wears is a small-scale company that has been using a legacy
CRM system for managing accounts, contacts, and opps. The owner of
the company would like to switch to Sf to manage these records, but the
original date on which each account record was created in the legacy
system should be maintained in SF. What approach should be suggested
by the company's data architect? Choose 1 answer.


A. Assign the 'Set Audit Fields upon Record Creation' permission to
allow a user to set the original 'Created Date' while migrating the data.
B. Assign the 'Set System Fields upon Record Creation' permission to
allow a user to set the original 'Created Date' while migrating the data.
C. Assign the 'Set Date Fields upon Record Creation' permission to
allow a user to set the original 'Created Date' while migrating the data.
D. Assign the 'Set Created Date Field upon Record Creation' permission
to allow a user to set the original 'C - Precise Answer ✔✔A. Assign the
'Set Audit Fields upon Record Creation' permission to allow a user to set
the original 'Created Date' while migrating the data.


The 'Set Audit Fields upon Record Creation' permission can be granted
through a custom profile or permission set to allow a user to set the
original 'Created Date' while migrating the account records.

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