Which Capability Belongs to the AWS CAF Platform Perspective?

CLF-C02 By islever Editorial Last updated

Understand the benefits of and strategies for migration to the AWS Cloud.

Short answer

A Data architecture is a foundational capability of the AWS CAF Platform perspective, alongside platform architecture, data engineering, and provisioning and orchestration.

Question

Which option is an AWS Cloud Adoption Framework (AWS CAF) platform perspective capability?
  1. Data architecture Correct Answer
  2. Data protection
  3. Data governance
  4. Data science

Key Takeaways

The question tests whether you can map a named capability to the correct AWS CAF perspective; the trap is assuming any capability starting with the word "data" belongs to the Platform perspective.

The AWS Cloud Adoption Framework (AWS CAF) organizes its guidance into six perspectives, and each perspective contains a distinct set of foundational capabilities. This page confirms that data architecture is a Platform perspective capability, while data protection, data governance, and data science sit in the Security, Governance, and Business perspectives respectively.

Common mistake: Many candidates pick Data governance or Data protection because both sound technical and infrastructure-adjacent, but governance capabilities belong to the Governance perspective and data protection belongs to the Security perspective.

Expert Analysis

Why the Answer Is Correct

The AWS CAF Platform perspective covers the technical capabilities used to build and run cloud workloads at scale, and its foundational capabilities include platform architecture, data architecture, platform engineering, data engineering, provisioning and orchestration, modern application development, and continuous integration and delivery. Data architecture is explicitly listed there because designing how data is structured, stored, and moved is a platform-level engineering concern. The AWS whitepaper for the platform perspective is the authoritative source for this list. Therefore option A is the only choice that maps to the Platform perspective asked about in the stem.

Why the Other Options Are Wrong

Data protection is a Security perspective capability, since the Security perspective addresses confidentiality, integrity, and availability of data and workloads. Data governance belongs to the Governance perspective, which focuses on orchestrating cloud initiatives, managing benefits and risks, and aligning with organizational priorities. Data science is grouped under the Business perspective, where analytics and data-driven insight generation support business outcomes rather than platform engineering. Each distractor is a real AWS CAF capability, which is precisely what makes this question tricky: the capability exists, but under a different perspective.

Community Comment Notes

Several learners converge on the same reasoning. Nozyra notes the clue is the phrase "Platform perspective capabilities" and links the platform perspective whitepaper, while Dreadn0ught observes that "Under Platform Perspective there's only 'Data Architecture' present of the four." _Bihari_ gives the cleanest mapping, pairing data architecture with Platform, data protection with Security, data governance with Governance, and data science with Business. diogovalmeida also stresses that the question asks specifically about the "PLATFORM" perspective, and hocix58247 cites the same AWS documentation page. SvenSven listed the CAF structure but attached the governance note to a different framing, so his comment is best read as background on perspectives rather than a verdict on this option set.

Exam Strategy

When a CLF-C02 question names an AWS framework perspective, do not evaluate the options in isolation — classify every option against the perspective list before choosing. Memorize the six AWS CAF perspectives (Business, People, Governance, Platform, Security, Operations) and a few representative capabilities under each, because distractors are usually valid capabilities taken from a neighbouring perspective.

Official Reference

These links open the official vendor documentation in a new tab.

Exam Strategy

Map each option to an AWS CAF perspective before answering, rather than judging whether the capability sounds technical. All four options are genuine CAF capabilities, so the differentiator is purely which perspective owns them.

Frequently Asked Questions

Why is data protection not a Platform perspective capability?

Data protection belongs to the AWS CAF Security perspective, which covers confidentiality, integrity, and availability of data and workloads rather than platform engineering.

Which perspective does data science fall under in the AWS CAF?

Data science is grouped in the Business perspective, where analytics and data-driven insight support business outcomes instead of platform build-out.

More CLF-C02 FAQ →

Discussion 47 contributions

Compiled from public community threads and reader submissions, lightly edited for clarity. Handles and vote tallies are shown as recorded, and comments reflect the views of individual contributors.

From public community threads 30 of 47

  1. Nozyra 👍 15 Answered A
    The correct answer is A, the clue is "Platform perspective capabilities" and only "Data Architecture" include in the list. ref: https://docs.aws.amazon.com/whitepapers/latest/overview-aws-cloud-adoption-framework/platform-perspective.html
  2. Dreadn0ught 👍 13
    It's being asked WHICH option "platform" perspective capability in the AWS Cloud Adoption Framework (AWS CAF). Under Platform Perspective there's only "Data Architecture" present of the four. https://docs.aws.amazon.com/pdfs/whitepapers/latest/overview-aws-cloud-adoption-framework/overview-aws-cloud-adoption-framework.pdf
  3. _Bihari_ 👍 9 Answered A
    A. Data architecture == Platform B. Data protection == Security C. Data governance == Governance D. Data science == Business
  4. TheFivePips 👍 5 Answered A
    AWS CAF perspectives and foundational capabilities: Business perspective helps ensure that your cloud investments accelerate your digital transformation ambitions and business outcomes. People perspective serves as a bridge between technology and business, accelerating the cloud journey to help organizations more rapidly evolve to a culture of continuous growth, learning, and where change becomes business-as-normal, with focus on culture, organizational structure, leadership, and workforce. Governance perspective helps you orchestrate your cloud initiatives while maximizing organizational benefits and minimizing transformation-related risks. Platform perspective helps you build an enterprise-grade, scalable, hybrid cloud platform, modernize existing workloads, and implement new cloud-native solutions. Security perspective helps you achieve the confidentiality, integrity, and availability of your data and cloud workloads. Operations perspective helps ensure that your cloud services are delivered at a level that meets the needs of your business.
  5. Jaypee24 👍 4 Answered C
    AWS CAF groups its guidance in six perspectives: Business, People, Governance, Platform, Security, and Operations. Each perspective is covered in a separate whitepaper. This whitepaper covers the Governance perspective, which focuses on helping you orchestrate your cloud initiatives while maximizing organizational benefits and minimizing transformation-related risks.
Show 25 more comments
  1. hocix58247 👍 4 Answered A
    A is the correct one. Explanation: https://docs.aws.amazon.com/whitepapers/latest/overview-aws-cloud-adoption-framework/platform-perspective.html
  2. Ellbi 👍 3 Answered A
    A is the right answer Platform perspective helps you build an enterprise-grade, scalable, hybrid cloud platform, modernize existing workloads, and implement new cloud-native solutions. This includes DATA ARCHITECTURE https://abhi0751.medium.com/aws-cloud-adoption-framework-aws-caf-a512b89dbcba
  3. diogovalmeida 👍 3 Answered A
    Which option is an AWS Cloud Adoption Framework (AWS CAF) "PLATFORM" perspective capability? --> The questions asks to Platform Perspective. It's A. Data Architecture (https://docs.aws.amazon.com/prescriptive-guidance/latest/aws-caf-platform-perspective/introduction.html)
  4. Niro2023 👍 3 Answered A
    Correct answer is A. Data arhitecture
  5. LinuxChamp 👍 3
    A = CORRECT
  6. Inptic 👍 2 Answered A
    The correct answer is: A. Data architecture The Platform Perspective of the AWS Cloud Adoption Framework (AWS CAF) focuses on the capabilities required to design and implement a cloud-based platform. Data architecture is a key capability under this perspective, as it involves designing the structure and organization of data systems to support business needs in the cloud. The other options are not part of the Platform Perspective: B. Data protection: Falls under the Security Perspective. C. Data governance: Falls under the Governance Perspective. D. Data science: Falls under the Business Perspective.
  7. RanagKhalifa 👍 2 Answered A
    https://aws.amazon.com/what-is/cloud-adoption-framework/ Platform Platform capabilities provide guidance on building enterprise-grade, scalable, hybrid cloud platforms. They help you modernize existing workloads and implement new cloud-native solutions. Stakeholders include technology leaders, CTOs, architects, and engineers. The cloud adoption framework supports: Platform architecture and engineering Data architecture and engineering Provisioning and orchestration Modern application development Continuous integration and continuous delivery
  8. Dreadn0ught 👍 2 Answered A
    Data Architecture [A] is the correct answer from this picture at page 10 under "Platform" column. https://docs.aws.amazon.com/pdfs/whitepapers/latest/overview-aws-cloud-adoption-framework/overview-aws-cloud-adoption-framework.pdf Data Governance is a Governance Perspective.
  9. VikJo1978 👍 2 Answered A
    Data architecture is a subfunction of the platform perspective. It helps companies plan and implement the architecture of their cloud environment, including selecting the right cloud services, defining data models, and implementing data storage and processing.
  10. Travisnica 👍 2 Answered A
    Correct answer is A. Data arhitecture This belongs to one of the AWS CAF Platform Perspective Capabilities Check the chart on the link below https://docs.aws.amazon.com/prescriptive-guidance/latest/aws-caf-platform-perspective/introduction.html
  11. Fontes80 👍 2
    The answer is A).... In the AWS documentation is shown that the one of the AWS CAF Platform Perspective capabilities is Data Architecture https://docs.aws.amazon.com/prescriptive-guidance/latest/aws-caf-platform-perspective/introduction.html
  12. db97 👍 2 Answered C
    Many people here is saying architecture = platform. I wouldn't disagree, nonetheless I think this is a tricky one and is making you to select the most obvious one, in this case the right answer would be "Data Governance".
  13. Naantje 👍 2
    correct answer is A: the question is about platform capabilitie. look at the column platform: https://docs.aws.amazon.com/whitepapers/latest/overview-aws-cloud-adoption-framework/foundational-capabilities.html
  14. SuiSensei 👍 2 Answered A
    AWS CAF: 7 Platform Perspective : Platform Architecture, Data Architecture, Platform Engineering, Data Engineering, Provisioning and Orchestration, Modern App Development, CI/CD
  15. deborahoshin 👍 2
    A. https://docs.aws.amazon.com/pdfs/prescriptive-guidance/latest/aws-caf-platform-perspective/aws-caf-platform-perspective.pdf
  16. Varun_SP 👍 2 Answered C
    CAF : - Business - People - Governance - Platform - Security - Operations
  17. _Bihari_ 👍 2
    Discard this answer please
  18. fguglia 👍 2 Answered C
    Governance is correct
  19. ShaiTay 👍 2 Answered A
    A. Data architecture
  20. _Bihari_ 👍 1 Answered C
    The AWS Cloud Adoption Framework (AWS CAF) provides guidance for organizations to adopt the AWS Cloud effectively. From a platform perspective, one of the capabilities emphasized is: C. Data governance Data governance involves establishing policies, processes, and controls to ensure that data assets are managed, secured, and used effectively and in compliance with regulatory requirements. Within the context of AWS CAF, data governance helps organizations establish the necessary controls and practices to govern data across their cloud environments, ensuring data integrity, security, and compliance. While options A (Data architecture), B (Data protection), and D (Data science) are also important considerations in cloud adoption and management, data governance is specifically highlighted within the AWS CAF as a critical capability for organizations to effectively manage data in the cloud.
  21. BShelat 👍 1 Answered A
    If question is about different grouping of capability perspectives then answer would have been "Data Governance". But here it specifically ask about Platform perspective specific capability and hence the answer is Data Architecture. https://docs.aws.amazon.com/whitepapers/latest/overview-aws-cloud-adoption-framework/platform-perspective.html
  22. ylatif 👍 1
    Data governance is a methodology that ensures data is in the proper condition to support business initiatives and operations. Aligning data governance to business initiatives has many benefits. Help to determine the right operating model, especially the level of centralization and decentralization required.
  23. Ashisohail 👍 1 Answered A
    AWS Prescriptive Guidance: AWS Cloud Adoption Framework: Platform perspective Platform architecture Platform engineering Data architecture Data engineering Provisioning and orchestration Modern application development Continuous integration and continuous delivery
  24. discojc 👍 1 Answered A
    It is A. The platform perspective has 7 capabilities. Platform architecture, Data architecture, Platform engineering, Data engineering, Provisioning and orchestration, Modern application development, and Continuous integration and continuous delivery.
  25. Jeffryanto 👍 1 Answered C
    Data governance establishes policies and procedures for data handling, access, and usage within the platform. It ensures efficient data management, adherence to regulations, and minimizes risks associated with cloud adoption.

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