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Salesforce Data-Architect Exam With Confidence Using Practice Dumps

Exam Code:
Data-Architect
Exam Name:
Salesforce Certified Data Architect (SP25)
Certification:
Vendor:
Questions:
257
Last Updated:
May 11, 2026
Exam Status:
Stable
Salesforce Data-Architect

Data-Architect: Application Architect Exam 2025 Study Guide Pdf and Test Engine

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Salesforce Certified Data Architect (SP25) Questions and Answers

Question 1

Universal Containers (UC) is concerned about the accuracy of their Customer information in Salesforce. They have recently created an enterprise-wide trusted source MDM for Customer data which they have certified to be accurate. UC has over 20 million unique customer records in the trusted source and Salesforce. What should an Architect recommend to ensure the data in Salesforce is identical to the MDM?

Options:

A.

Extract the Salesforce data into Excel and manually compare this against the trusted source.

B.

Load the Trusted Source data into Salesforce and run an Apex Batch job to find difference.

C.

Use an AppExchange package for Data Quality to match Salesforce data against the Trusted source.

D.

Leave the data in Salesforce alone and assume that it will auto-correct itself over time.

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Question 2

Get Cloudy Consulting monitors 15,000 servers, and these servers automatically record their status every 10 minutes. Because of company policy, these status reports must be maintained for 5 years. Managers at Get Cloudy Consulting need access to up to one week's worth of these status reports with all of their details.

An Architect is recommending what data should be integrated into Salesforce and for how long it should be stored in Salesforce.

Which two limits should the Architect be aware of? (Choose two.)

Options:

A.

Data storage limits

B.

Workflow rule limits

C.

API Request limits

D.

Webservice callout limits

Question 3

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.