100% Pass 2026 Data-Architect: Salesforce Certified Data Architect Fantastic Quiz
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Salesforce Data-Architect (Salesforce Certified Data Architect) exam is designed for professionals who specialize in data architecture and management within the Salesforce ecosystem. Salesforce Certified Data Architect certification validates the knowledge and skills required for designing and implementing scalable, efficient, and secure data solutions using the Salesforce platform. Data-Architect exam covers a wide range of topics, including data modeling, data integration, data migration, data governance, and data security.
Salesforce Data-Architect Exam is intended for professionals who have significant experience in data architecture and have completed other Salesforce certifications such as Salesforce Certified Technical Architect or Salesforce Certified Application Architect. Data-Architect exam is designed to challenge candidates and test their knowledge and skills in a real-world scenario. Passing Data-Architect exam demonstrates a professional's ability to design and implement data solutions that meet business requirements and provide value to the organization.
Pass Guaranteed 2026 Data-Architect: Salesforce Certified Data Architect Marvelous Quiz
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Salesforce Data-Architect Certification Exam is designed for professionals who want to demonstrate their expertise in designing and managing complex data architectures within the Salesforce platform. Salesforce Certified Data Architect certification is the pinnacle for those who specialize in data architecture and management within the Salesforce ecosystem. Salesforce Certified Data Architect certification is highly sought after by employers looking for professionals with advanced skills in Salesforce data architecture.
Salesforce Certified Data Architect Sample Questions (Q90-Q95):
NEW QUESTION # 90
Universal Container has a Sales Cloud implementation for a sales team and an enterprise resource planning (ERP) as a customer master Sales team are complaining about duplicate account and data quality issues with account data.
Which two solutions should a data architect recommend to resolve the complaints?
- A. Implement a de-dupe solution and establish account ownership in Salesforce
- B. Build a nightly batch job to de-dupe data, and merge account records.
- C. Build a nightly sync job from ERP to Salesforce.
- D. Integrate Salesforce with ERP, and make ERP as system of truth.
Answer: A,D
Explanation:
Integrating Salesforce with ERP and making ERP the system of truth (option B) and implementing a de-dupe solution and establishing account ownership in Salesforce (option D) are the two solutions that a data architect should recommend to resolve the complaints. Option B ensures that account data is consistent and accurate across both systems, while option D prevents duplicate records and clarifies who owns each account in Salesforce. Building a nightly batch job to de-dupe data and merge account records (option A) is not a good solution, as it does not address the root cause of the duplication and may result in data loss or conflicts.
Building a nightly sync job from ERP to Salesforce (option C) is also not sufficient, as it does not prevent duplication or establish ownership in Salesforce.
NEW QUESTION # 91
Universal Containers (UC) is migrating from a legacy system to Salesforce CRM, UC is concerned about the quality of data being entered by users and through external integrations.
Which two solution should a data architect recommend to mitigate data quality issues?
- A. Leverage third-party- AppExchange tools
- B. Leverage picklist and lookup fields where possible
- C. Leverage Apex to validate the format of data being entered via a mobile device.
- D. Leverage validation rules and workflows.
Answer: B,D
NEW QUESTION # 92
Universal Containers (UC) has adopted Salesforce as its primary sales automated tool. UC has 100,00 customers with a growth rate of 10% a year, UC uses an on-premise web-based billing and invoice system that generates over 1 million invoices a year supporting a monthly billing cycle.
The UC sales team needs to be able to pull a customer record and view their account status, Invoice history, and opportunities without navigating outside of Salesforce.
What should a data architect use to provide the sales team with the required functionality?
- A. Create a mashup page that will present the billing system records within Salesforce.
- B. Create a visual force tab with the billing system encapsulated within an iframe.
- C. Write an Apex callout and populate a related list to display on the account record.
- D. Create a custom object and migrate the last 12 months of Invoice data into Salesforce so it can be displayed on the Account layout.
Answer: A
Explanation:
To provide the sales team with the required functionality, a data architect should use a mashup page that will present the billing system records within Salesforce. A mashup page is a web page that combines data from multiple sources into a single integrated view. A mashup page can be created using Visualforce or Lightning Web Components, and can use Salesforce Connect or custom integrations to access external data from the on-premise web-based billing and invoice system. This will allow the sales team to pull a customer record and view their account status, invoice history, and opportunities without navigating outside of Salesforce. Option A is incorrect because creating a custom object and migrating the last 12 months of invoice data into Salesforce so it can be displayed on the account layout will consume a lot of storage space and may not reflect the latest data from the billing system. Option B is incorrect because writing an Apex callout and populating a related list to display on the account record will require additional development effort and may not be scalable or performant for large volumes of data. Option D is incorrect because creating a visual force tab with the billing system encapsulated within an iframe will not allow the sales team to view the billing system records within the customer record, but rather in a separate tab.
NEW QUESTION # 93
Northern Trail Outfitters <NTO> is streaming IoT data from connected devices to a cloud database. Every 24 hours. 100,000 records are generated.
NIO employees will need to see these lol records within Salesforce and generate weekly reports on it. Developers may also need to write programmatic logic to aggregate the records and incorporate them into workflows.
Which data pattern will allow a data architect to satisfy these requirements, while also keeping limits in mind?
- A. Unidirectional integration
- B. Persistence
- C. Virtualization
- D. Bidirectional integration
Answer: C
NEW QUESTION # 94
The architect is planning a large data migration for Universal Containers from their legacy CRM system to Salesforce. What three things should the architect consider to optimize performance of the data migration?
Choose 3 answers
- A. Defer sharing calculations of the Salesforce Org.
- B. Deactivate approval processes and workflow rules.
- C. Remove custom indexes on the data being loaded.
- D. Review the time zones of the User loading the data.
- E. Determine if the legacy system is still in use.
Answer: A,B,C
Explanation:
Removing custom indexes on the data being loaded will prevent unnecessary index maintenance and improve the data load speed. Deferring sharing calculations of the Salesforce Org will avoid frequent sharing rule evaluations and reduce the load time. Deactivating approval processes and workflow rules will prevent triggering any automation logic that might slow down or fail the data load.
NEW QUESTION # 95
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