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Salesforce Plat-Arch-201 : Salesforce Certified Platform Data Architect

Plat-Arch-201 real exams

Exam Code: Plat-Arch-201

Exam Name: Salesforce Certified Platform Data Architect

Updated: Oct 07, 2026

Q & A: 279 Questions and Answers

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Salesforce Plat-Arch-201 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Data Integration20%- External data sources
  • 1. External Objects, OData and virtual data access
- Data synchronization and consistency
  • 1. Conflict resolution, data consistency and idempotency
- Integration patterns and technologies
  • 1. APIs, middleware and external systems integration
  • 2. Synchronous vs asynchronous, batch vs real-time
Topic 2: Data Migration15%- Migration execution and tools
  • 1. Data loader, ETL tools and bulk API usage
- Data quality and validation
  • 1. Cleaning, deduplication and post-migration verification
- Migration strategy and planning
  • 1. Assessment, mapping, validation and rollback planning
Topic 3: Data Modeling and Database Design25%- Metadata management
  • 1. Business dictionary, data lineage, taxonomy and classification
- Data model design for Customer 360
  • 1. Objects, fields, relationships and object features
  • 2. Scalable design aligned with security and sharing model
- Object type selection
  • 1. Standard/custom objects vs Big Objects: use cases, pros and cons
- Data skew prevention
  • 1. Avoid record locking, sharing issues and excessive parent-child relationships
Topic 4: Master Data Management5%- MDM implementation approaches
  • 1. Canonical modeling and hierarchy management
  • 2. Harmonization, consolidation, survivorship rules and thresholds
- Golden record and system of truth
  • 1. Establishing single source of truth in single org
Topic 5: Data Governance, Quality and Security15%- Data security and compliance
  • 1. Access control, encryption, compliance and audit
- Data governance framework
  • 1. Policies, standards, ownership and stewardship
- Data quality management
  • 1. Profiling, monitoring, cleansing and enrichment
Topic 6: Large Data Volumes and Performance20%- Query and performance optimization
  • 1. Indexing, selective queries and avoiding performance bottlenecks
- LDV architecture design
  • 1. Data distribution, archiving and partitioning strategies
- Storage and scalability planning
  • 1. Data volume growth planning and storage limits

Salesforce Certified Platform Data Architect Sample Questions:

Question #1
UC needs to load a large volume of leads into salesforce on a weekly basis. During this process the validation rules are disabled. What should a data architect recommend to ensure data quality is maintained in salesforce.

A. Allow validation rules to be activated during the load of leads into salesforce.
B. Activate validation rules once the leads are loaded into salesforce to maintain quality.
C. Develop custom APEX batch process to improve quality once the load is completed.
D. Ensure the lead data is preprocessed for quality before loading into salesforce.


Question #2
Universal Containers (UC) has a complex system landscape and is implementing a data governance program for the first time Which two first steps would be appropriate for UC to initiate an assessment of data architecture? Choose 2 answer

A. Engage with IT program managers to assess current velocity of projects in the pipeline.
B. Engage with executive sponsorship to assess enterprise data strategy and goals.
C. Engage with database administrators to assess current database performance metrics.
D. Engage with business units and IT to assess current operational systems and data models.


Question #3
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?

A. Create an account plan object with a lookup relationship to Account with validation rules to enforce the Account association.
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 a custom account plan object as detail with Account as mater in a master-detail relationship.


Question #4
Every year, Ursa Major Solar has more than 1 million orders. Each order contains an average of
10 line items. The Chief Executive Officer (CEO) needs the Sales Reps to see how much money each customer generates year-over-year. However, data storage is running low in Salesforce.
Which approach for data archiving is appropriate for this scenario?

A. 1. Annually delete orders and order line items. 2. Ensure the customer has order information in another system.
B. 1. Annually export and delete orders and order line items. 2. Store them in a zip file in case the data is needed later.
C. 1. Annually export and delete order line items. 2. Store them in a zip file in case the data is needed later.
D. 1. Annually aggregate order amount data to store in a custom object. 2. Delete those orders and order line items.


Question #5
Northern trail Outfitters (NTO) uses Sales Cloud and service Cloud to manage sales and support processes. Some of NTOs team are complaining they see new fields on their page unsure of which values need be input. NTO is concerned about lack of governance in making changes to Salesforce. Which governance measure should a data architect recommend to solve this issue?

A. Create reports to identify which users are leaving blank, and use external data sources o agreement the missing data.
B. Add description fields to explain why the field is used, and mark the field as required.
C. Create validation rules with error messages to explain why the fields is used
D. Create and manage a data dictionary and ups a governance process for changes made to common objects.


Solutions:

Question #1
Correct Answer: D
Question #2
Correct Answer: B,D
Question #3
Correct Answer: A
Question #4
Correct Answer: D
Question #5
Correct Answer: D

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