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Data-Architect Exam Dumps - Salesforce Data-Architect Questions and Answers

Question # 4

Universal Container (US) is replacing a home-grown CRM solution with Salesforce, UC has decided to migrate operational (Open and active) records to Salesforce, while keeping historical records in legacy system, UC would like historical records to be available in Salesforce on an as needed basis.

Which solution should a data architect recommend to meet business requirement?

Options:

A.

Leverage real-time integration to pull records into Salesforce.

B.

Bring all data Salesforce, and delete it after a year.

C.

Leverage mashup to display historical records in Salesforce.

D.

Build a chair solution to go the legacy system and display records.

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Question # 5

Northern Trail Outfitters (NTO) has a variety of customers that include householder, businesses, and individuals.

The following conditions exist within its system:

NTO has a total of five million customers.

Duplicate records exist, which is replicated across many systems, including Salesforce.

Given these conditions, there is a lack of consistent presentation and clear identification of a customer record.

Which three option should a data architect perform to resolve the issues with the customer data?

Options:

A.

Create a unique global customer ID for each customer and store that in all system for referential identity.

B.

Use Salesforce CDC to sync customer data cross all systems to keep customer record in sync.

C.

Invest in data duplicate tool to de-dupe and merge duplicate records across all systems.

D.

Duplicate customer records across the system and provide a two-way sync of data between the systems.

E.

Create a customer master database external to Salesforce as a system of truth and sync the customer data with all systems.

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Question # 6

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?

Options:

A.

Build process is manually search and merge duplicates.

B.

Standard lead information across all channels.

C.

Build a custom solution to identify and merge duplicate leads.

D.

Implement third-party solution to clean and event lead data.

E.

Implement de-duplication strategy to prevent duplicate leads

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Question # 7

What 2 data management policies does the data classification feature allow customers to classify in salesforce? Choose 2 answers:

Options:

A.

Reference data policy.

B.

Data governance policy.

C.

Data sensitivity level

D.

Compliance categorization policy.

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Question # 8

Universal Containers is looking to use Salesforce to manage their sales organization. They will be migrating legacy account data from two aging systems into Salesforce. Which two design considerations should an architect take to minimize data duplication? Choose 2 answers

Options:

A.

Use a workflow to check and prevent duplicates.

B.

Clean data before importing to Salesforce.

C.

Use Salesforce matching and duplicate rules.

D.

Import the data concurrently.

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Question # 9

Universal Containers (UC) has a requirement to create an Account plan object that is related to the Account object. Each Account plan needs to have an Account object, but the accessibility requirement of the Account plan is different from the Account object. What should an Architect recommend?

Options:

A.

Create a custom account plan object as detail with Account as mater in a master-detail relationship.

B.

Create a custom account plan object as detail with Account as master with additional sharing rules to allow access.

C.

Create an account plan object with a lookup relations to Account without any validation rules to enforce the Account association.

D.

Create an account plan object with a lookup relationship to Account with validation rules to enforce the Account association.

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Question # 10

Northern Trail Outfitters (NTO) wants to start a loyalty program to reward repeat customers. The program will track every item a customer has bought and grants them points for discounts. The following conditions will exist upon implementation:

Data will be used to drive marketing and product development initiatives.

NTO estimates that the program will generate 100 million rows of date monthly.

NTO will use Salesforce's Einstein Analytics and Discovery to leverage their data and make business and marketing decisions.

What should the Data Architect do to store, collect, and use the reward program data?

Options:

A.

Create a custom big object in Salesforce which will be used to capture the Reward Program data for consumption by Einstein.

B.

Have Einstein connect to the point of sales system to capture the Reward Program data.

C.

Create a big object in Einstein Analytics to capture the Loyalty Program data.

D.

Create a custom object in Salesforce that will be used to capture the Reward Program data.

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Question # 11

Universal Container is Implementing salesforce and needs to migrate data from two legacy systems. UC would like to clean and duplicate data before migrate to Salesforce.

Which solution should a data architect recommend a clean migration?

Options:

A.

Define external IDs for an object, migrate second database to first database, and load into Salesforce.

B.

Define duplicate rules in Salesforce, and load data into Salesforce from both databases.

C.

Set up staging data base, and define external IDs to merge, clean duplicate data, and load into Salesforce.

D.

Define external IDs for an object, Insert data from one database, and use upsert for a second database

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Question # 12

UC has the following system:

    Billing system.

    Customer support system.

    CRM system.

US has been having trouble with business intelligence across the different systems. Recently US implemented a master data management (MDM) solution that will be the system of truth for the customer records.

Which MDM data element is needed to allow reporting across these systems?

Options:

A.

Global unique customer number.

B.

Email address.

C.

Phone number.

D.

Full name.

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Question # 13

A national nonprofit organization is using Salesforce to recruit members. The recruitment process requires a member to be matched with a volunteer opportunity. Given the following:

1. A record is created in Project__ c and used to track the project through completion.

2. The member may then start volunteering and is required to track their volunteer hours, which is stored in VTOTime_c object related to the project.

3. Ability to view or edit the VTOTime__c object needs to be the same as the Project__ c

record.

4. Managers must see total hours volunteered while viewing the Project__ c record.

Which data relationship should the data architect use to support this requirement when creating the custom VTOTime__c object?

Options:

A.

Lookup Field on Project_c to VTOTime_c displaying a list of VTOTime__c in

a related list.

B.

Lookup field on VTOTime_c to Project_c with formula filed on Project__ c

showing Sum of hours from VTOTime__c records.

C.

Master Detail Field on VTOTime_ c to Project_c with rollup summary field on Project __c showing sum of hours from VTOTime_c records.

D.

Master Detail field on Project _c to VTOTime _c showing a list of VTOTime_c Records in a related list.

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Exam Code: Data-Architect
Exam Name: Salesforce Certified Data Architect (SP25)
Last Update: Jul 4, 2025
Questions: 257
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