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Salesforce Application Architect Plat-Arch-201

Plat-Arch-201

Exam Code: Plat-Arch-201

Exam Name: Salesforce Certified Platform Data Architect

Updated: Aug 27, 2026

Q & A: 279 Questions and Answers

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Salesforce Plat-Arch-201 Exam Syllabus Topics:

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

Salesforce Certified Platform Data Architect Sample Questions:

Question 1

Universal Containers has provided a web order form for its customer and has noticed invalid data coming in on orders. What should be used to mitigate this problem?

A. Apex Trigger
B. Validation Rules
C. Formatted Fields
D. Work Flow Rules


Question 2

UC has one SF org (Org A) and recently acquired a secondary company with its own Salesforce org (Org B). UC has decided to keep the orgs running separately but would like to bidirectionally share opportunities between the orgs in near-real time. Which 3 options should a data architect recommend to share data between Org A and Org B? Choose 3 answer

A. Develop an Apex class that pushes opportunity data between orgs daily via the Apex schedule.
B. Use Salesforce Connect and the cross-org adapter to visualize Opportunities into external objects
C. Leverage Heroku Connect and Heroku Postgres to bidirectionally sync Opportunities.
D. Install a 3rd party AppExchange tool to handle the data sharing
E. Leverage middleware tools to bidirectionally send Opportunity data across orgs.


Question 3

Universal Container is using Salesforce for Opportunity management and enterprise resource planning (ERP) for order management. Sales reps do not have access to the ERP and have no visibility into order status. What solution a data architect recommends to give the sales team visibility into order status?

A. Leverage Canvas to bring the order management UI in to the Salesforce tab.
B. Build real-time integration to pull order line items into Salesforce when viewing orders.
C. Build batch jobs to push order line items to salesforce.
D. leverage Salesforce Connect top bring the order line item from the legacy system to Salesforce.


Question 4

UC is using SF CRM. UC sales managers are complaining about data quality and would like to monitor and measure data quality. Which 2 solutions should a data architect recommend to monitor and measure data quality? Choose 2 answer

A. Export data and check for data completeness outside of Salesforce.
B. Use custom objects and fields to identify issues.
C. Install and run data quality analysis dashboard app
D. Review data quality reports and dashboards.


Question 5

Universal Containers (UC) has 50 million customers and stores customer order history on an ERP system. UC also uses Salesforce to manage opportunities and customer support.
In order to provide seamless customer support, UC would like to see the customer's order history when viewing the customer record during a sales or support call.
What should a data architect do in order to provide this functionality, while preserving the user experience?

A. Use Salesforce Connect and an external object to display the order history in Salesforce
B. Embed the ERP system in an iframe and display on a custom tab.
C. Use an Apex callout to populate a text area field for displaying the order history.
D. Import the order history into a custom Salesforce object, update nightly


Solutions:

Question 1
Answer: B
Question 2
Answer: B,C,E
Question 3
Answer: D
Question 4
Answer: C,D
Question 5
Answer: A

Plat-Arch-201 Related Exams
Plat-Arch-201 - Salesforce Certified Platform Data Architect
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Salesforce Associate Certification
Service Cloud Consultant
Salesforce Certified Platform Developer
Salesforce Accredited Professional
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