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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: Sep 02, 2026

Q & A: 279 Questions and Answers

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Salesforce Plat-Arch-201 Exam Syllabus Topics:

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

NTO has decided to franchise its brand. Upon implementation, 1000 franchisees will be able to access BTO's product information and track large customer sales and opportunities through a portal. The Franchisees will also be able to run monthly and quarterly sales reports and projections as well as view the reports in dashboards. Which licenses does NTO need to provide these features to the Franchisees?

A. Salesforce Sales Cloud license
B. Lightning Platform license
C. Customer Community license
D. Partner Community license


Question 2

Northern Trail Outfitter has implemented Salesforce for its associates nationwide, Senior management is concerned that the executive dashboard is not reliable for their real-time decision- making. On analysis, the team the following issues with data entered in Salesforce.
- Information in certain records is incomplete.
- Incorrect entry in certain fields causes records to be excluded in
report fitters.
- Duplicate entries cause incorrect counts.
Which three steps should a data architect recommend to address the issues?

A. Build a sales data warehouse with purpose-build data marts for dashboards and senior management reporting.
B. design and implement data-quality dashboard to monitor and act on records that are incomplete or incorrect
C. Leverage Salesforce features, such as validate rules, to avoid incomplete and incorrect records.
D. Explore third-party data providers to enrich and augment information entered in salesforce.
E. Periodically export data to cleanse data and import them back into Salesforce for executive reports.


Question 3

UC has to built a B2C ecommerce site on Heroku that shares customer and order data with a Heroku Postgres database. UC is currently utilizing Postgres as the single source of truth for both customers and orders. UC has asked a data architect to replicate the data into salesforce so that salesforce can now act as the system of record. What are the 3 considerations that data architect should weigh before implementing this requirement? Choose 3 answer

A. Ensure there is a tight relationship between order data and an enterprise resource plaining (ERP) application.
B. Ensure the data is CRM center and able to populate standard of custom objects.
C. A selection of the tool required to replicate the data.
D. Consider whether the data is required for sales reports, dashboards and KPI's.
E. Determine if the data is driver of key process implemented within salesforce.
F. Heroku Connect is required but this is confusing


Question 4

Universal Containers (UC) owns several Salesforce orgs across a variety of business units. UC management has declared that it needs the ability to report on Accounts and Opportunities from each org in one place. Once the data is brought together into a global view, management would like to use advanced Al-driven analytics on the dataset. Which tool should a data architect recommend to accomplish this reporting requirement?

A. Write a Python script to aggregate and visualize the data.
B. Install a third-party AppExchange tool for multi-org reporting.
C. Use Einstein Analytics for multi-org.
D. Run standard reports and dashboards.


Question 5

Due to security requirements, Universal Containers needs to capture specific user actions, such as login, logout, file attachment download, package install, etc. What is the recommended approach for defining a solution for this requirement?

A. Use a field audit trail to capture field changes.
B. Use a third-party AppExchange app to capture changes.
C. Use Event Monitoring to capture these changes.
D. Use a custom object and trigger to capture changes.


Solutions:

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

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