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Salesforce Data-Architect Exam Dumps

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Data-Architect Pack
Vendor: Salesforce
Exam Code: Data-Architect
Exam Name: Salesforce Certified Platform Data Architect
Exam Questions: 257
Last Updated: December 25, 2025
Related Certifications: Salesforce Architect, Data Architect
Exam Tags: Advanced Salesforce Advanced AdministratorSalesforce Data ArchitectSalesforce Advanced Platform Developer
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Free Salesforce Data-Architect Exam Actual Questions

Question No. 1

A health care provider wishes to use salesforce to track patient care. The following actions are in Salesforce

1. Payment Providers: Orgas who pay for the care 2 patients.

2. Doctors: They provide care plan for patients and need to support multiple patients, they are provided access to patient information.

3. Patients: They are individuals who need care.

A data architect needs to map the actor to Sf objects. What should be the optimal selection by the data architect?

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Correct Answer: C

Patients as Person Accounts, Payment providers as Accounts, & Doctors as Person Accounts is the optimal selection by the data architect to map the actor to Salesforce objects. This is because Person Accounts are a special type of accounts that can store both business and personal information for individual customers. Payment providers are organizations that pay for the care of patients, so they can be modeled as Accounts. Doctors are also individuals who provide care plans for patients and need access to patient information, so they can also be modeled as Person Accounts.


Question No. 2

Universal Containers (UC) uses Salesforce for tracking opportunities (Opportunity). UC uses an internal ERP system for tracking deliveries and invoicing. The ERP system supports SOAP API and OData for bi-directional integration between Salesforce and the ERP system. UC has about one million opportunities. For each opportunity, UC sends 12 invoices, one per month. UC sales reps have requirements to view current invoice status and invoice amount from the opportunity page. When creating an object to model invoices, what should the architect recommend, considering performance and data storage space?

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Correct Answer: B

Creating an external object Invoice_x with a Lookup relationship with Opportunity is the best option for modeling invoices, considering performance and data storage space. An external object allows the data to be stored in the ERP system and accessed via OData in Salesforce. This reduces the data storage consumption in Salesforce and improves the performance of queries and reports. A Lookup relationship allows the sales reps to view the invoice status and amount from the opportunity page.The other options would either consume more data storage space, require additional customization, or not provide real-time data access


Question No. 3

DreamHouse Realty has a legacy system that captures Branch Offices and Transactions. DreamHouse Realty has 15 Branch Offices. Transactions can relate to any Branch Office. DreamHouse Realty has created hundreds of thousands of Transactions per year.

A Data Architect needs to denormalize this data model into a single Transaction object with a Branch Office picklist.

What are two important considerations for the Data Architect in this scenario? (Choose two.)

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Correct Answer: B, C

The Data Architect should consider the limitations on Org data storage and the Bulk API limitations on picklist fields when denormalizing the data model into a single Transaction object with a Branch Office picklist.The Org data storage limit is the total amount of data that can be stored in a Salesforce Org, and it depends on the edition and license type of the Org1.The Bulk API limit on picklist fields is the maximum number of values that can be imported or exported using the Bulk API, and it is 1,000 values per picklist field2. These limitations could affect the performance and scalability of the data model, and the Data Architect should plan accordingly.


Question No. 4

NTO has a loyalty program to reward repeat customers. The following conditions exists:

1. Reward levels are earned based on the amount spent during the previous 12 months.

2. The program will track every item a customer has bought and grant them points for discount.

3. The program generates 100 million records each month.

NTO customer support would like to see a summary of a customer's recent transaction and reward level(s) they have attained.

Which solution should the data architect use to provide the information within the salesforce for the customer support agents?

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Correct Answer: D

According to theGet Started with Big Objectsunit on Trailhead, one of the use cases for custom big objects is to store and manage loyalty program data for customers. The unit states that ''From loyalty programs to transactions, order, and billing information, use a custom big object to keep track of every detail.'' Therefore, a custom big object can be used to capture the reward program data and display it on the contact record. Additionally, according to theBig Objects Implementation Guide, big objects can handle massive amounts of data (up to billions of records) and can be updated nightly from external systems using Bulk API or batch Apex. Therefore, a custom big object can meet the requirements of NTO's loyalty program scenario.


Question No. 5

As part of addressing general data protection regulation (GDPR) requirements, UC plans to implement a data classification policy for all its internal systems that stores customer information including salesforce.

What should a data architect recommend so that UC can easily classify consumer information maintained in salesforce under both standard and custom objects?

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Correct Answer: B

The correct answer is B, use data classification metadata fields available in field definition. Data classification metadata fields are standard fields that allow you to classify the sensitivity level of your data based on your organization's policies. You can use these fields to indicate whether a field contains confidential, restricted, or general data. These fields are available for both standard and custom objects in Salesforce. Using app exchange products, creating a custom picklist field, or building reports would not be as effective or consistent as using data classification metadata fields.


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