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Salesforce Certified Platform Data Architect - Plat-Arch-201 real prep

Plat-Arch-201
  • Exam Code: Plat-Arch-201
  • Exam Name: Salesforce Certified Platform Data Architect
  • Updated: Jul 25, 2026
  • Q & A: 279 Questions and Answers
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About Salesforce Plat-Arch-201: Salesforce Certified Platform Data Architect

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Salesforce Plat-Arch-201 Exam Syllabus Topics:

SectionWeightObjectives
Data Integration20%- Data synchronization and consistency
  • 1. Conflict resolution, data consistency and idempotency
- Integration patterns and technologies
  • 1. Synchronous vs asynchronous, batch vs real-time
  • 2. APIs, middleware and external systems integration
- External data sources
  • 1. External Objects, OData and virtual data access
Master Data Management5%- Golden record and system of truth
  • 1. Establishing single source of truth in single org
- MDM implementation approaches
  • 1. Canonical modeling and hierarchy management
  • 2. Harmonization, consolidation, survivorship rules and thresholds
Data Governance, Quality and Security15%- Data governance framework
  • 1. Policies, standards, ownership and stewardship
- Data quality management
  • 1. Profiling, monitoring, cleansing and enrichment
- Data security and compliance
  • 1. Access control, encryption, compliance and audit
Large Data Volumes and Performance20%- Storage and scalability planning
  • 1. Data volume growth planning and storage limits
- Query and performance optimization
  • 1. Indexing, selective queries and avoiding performance bottlenecks
- LDV architecture design
  • 1. Data distribution, archiving and partitioning strategies
Data Migration15%- Migration execution and tools
  • 1. Data loader, ETL tools and bulk API usage
- Migration strategy and planning
  • 1. Assessment, mapping, validation and rollback planning
- Data quality and validation
  • 1. Cleaning, deduplication and post-migration verification
Data Modeling and Database Design25%- Data skew prevention
  • 1. Avoid record locking, sharing issues and excessive parent-child relationships
- Data model design for Customer 360
  • 1. Scalable design aligned with security and sharing model
  • 2. Objects, fields, relationships and object features
- Object type selection
  • 1. Standard/custom objects vs Big Objects: use cases, pros and cons
- Metadata management
  • 1. Business dictionary, data lineage, taxonomy and classification

Salesforce Certified Platform Data Architect Sample Questions:

1. NTO need to extract 50 million records from a custom object everyday from its Salesforce org.
NTO is facing query timeout issues while extracting these records. What should a data architect recommend in order to get around the time out issue?

A) Ask SF support to increase the query timeout value.
B) The REST API to extract data as it automatically chunks records by 200.
C) Use ETL tool for extraction of records.
D) Use a custom auto number and formula field and use that to chunk records while extracting data.


2. Universal Containers (UC) has implemented Sales Cloud for its entire sales organization, UC has built a custom object called projects_c that stores customers project detail and employee bitable hours.
The following requirements are needed:
- A subnet of individuals from the finance team will need to access to
the projects object for reporting and adjusting employee utilization.
- The finance users will not access to any sales objects, but they will need to interact with the custom object.
Which license type a data architect recommend for the finance team that best meets the requirements?

A) Lighting platform plus
B) Light Platform Start
C) Service Cloud
D) Sales Cloud


3. Which field is automatically indexed?

A) Formula field
B) Record ID
C) Picklist
D) Text field


4. A shipping and logistics company has created a large number of reports within Sales Cloud since Salesforce was introduced. Some of these reports analyze large amounts of data regarding the whereabouts of the company's containers, and they are starting to time out when users are trying to run the reports. What is a recommended approach to avoid these time-out issues?

A) Improve reporting performance by creating a dashboard that is scheduled to run the reports only once per day.
B) Improve reporting performance by replacing the existing reports in Sales Cloud with new reports based on Analytics Cloud.
C) Improve reporting performance by creating an Apex trigger for the Report object that will pre- fetch data before the report is run.
D) Improve reporting performance by creating a custom Visualforce report that is using a cache of the records in the report.


5. Cloud Kicks currently has a Public Read/Write sharing model for the company's Contacts. Cloud Kicks management team requests that only the owner of a contact record be allowed to delete that contact. What should an Architect do to meet these requirements?

A) Check if the current user is NOT the owner by creating a validation rule on the Contact object.
B) Set the profile of the users to remove delete permission from the Contact object.
C) Check if the current user is NOT the owner by creating a "before delete" trigger.
D) Set the Sharing settings as Public Read Only for the Contact object.


Solutions:

Question # 1
Answer: C
Question # 2
Answer: A
Question # 3
Answer: B
Question # 4
Answer: B
Question # 5
Answer: C

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