AWS CAF Business Perspective Capability

CLF-C02 By islever Editorial Last updated

Identify design principles of the AWS Cloud.

Short answer

B Data science is the capability belonging to the business perspective of the AWS Cloud Adoption Framework.

Question

Which AWS Cloud Adoption Framework (AWS CAF) capability belongs to the business perspective?
  1. Program and project management
  2. Data science Correct Answer
  3. Observability
  4. Change and release management

Key Takeaways

The exam often confuses governance and business capabilities; remember that Data Science is explicitly listed under the Business perspective in the official CAF documentation.

This question tests knowledge of the AWS Cloud Adoption Framework (CAF) perspectives and their specific capabilities, specifically identifying which capability belongs to the business perspective.

Common mistake: Many learners select Program and Project Management because it sounds like a business activity, but it is actually part of the Governance perspective.

Expert Analysis

Why the Answer Is Correct

Data science is the correct answer because the AWS Cloud Adoption Framework explicitly categorizes 'Data Science' under the Business perspective capabilities. This perspective focuses on ensuring IT aligns with business needs and links investments to key business results, such as using advanced analytics and machine learning to solve complex business problems.

Why the Other Options Are Wrong

Program and project management (Option A) belongs to the Governance perspective, which ensures effective planning and execution of cloud initiatives. Observability (Option C) is part of the Operations perspective, focusing on monitoring and maintaining performance. Change and release management (Option D) also falls under Governance, dealing with the control of changes to the environment.

Community Comment Notes

Community consensus strongly supports Option B, with multiple users citing the official AWS whitepaper diagram. As user f63c0fd noted, the diagram clearly places data science in the business section. User PT08 provided a detailed explanation stating that data science leverages experimentation and analytics to improve decision-making, which aligns with business goals.

Official Reference

https://docs.aws.amazon.com/whitepapers/latest/aws-cloud-adoption-framework-introduction/caf.html

This link opens the official vendor documentation in a new tab.

Exam Strategy

Memorize the six perspectives of the AWS CAF (Business, People, Governance, Platform, Security, Operations) and their associated capabilities. Focus on distinguishing between Governance and Business, as these are frequently tested areas where candidates often confuse operational management with strategic business alignment.

Frequently Asked Questions

Why is Program and Project Management not the business perspective?

Program and project management is categorized under the Governance perspective in AWS CAF, which focuses on managing resources and processes rather than direct business value creation.

What does the Business perspective focus on?

It focuses on aligning IT with business needs, linking investments to key business results, and leveraging capabilities like data science for decision-making.

More CLF-C02 FAQ →

Community Votes

B
100%

100% of anonymous learners picked answer B. Votes are pick records left by other test-takers — they are not the verified answer.

Discussion 6 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 6

  1. f63c0fd 👍 3
    Its' B. Clearly shown under Business section (at the bottom) of the AWS Cloud Adoption Framework model: https://docs.aws.amazon.com/whitepapers/latest/overview-aws-cloud-adoption-framework/foundational-capabilities.html
  2. PhilipJ 👍 3 Answered B
    Correct answer is B. https://docs.aws.amazon.com/whitepapers/latest/overview-aws-cloud-adoption-framework/foundational-capabilities.html
  3. FMORADELL 👍 1 Answered A
    The business perspective of the AWS Cloud Adoption Framework (AWS CAF) focuses on ensuring that IT aligns with business needs and that IT investments link to key business results. Program and project management is a key capability in this perspective, as it involves planning, executing, and managing projects and programs that support the organization’s business objectives.
  4. PT08 👍 1 Answered B
    Data science – Leverage experimentation, advanced analytics, and machine learning to solve complex business problems. Predictive and prescriptive analytics can help you complete your data monetization strategy by enabling you to improve operational effectiveness and decision-making as well as customer and employee experience.
  5. veljkosbbb 👍 1 Answered B
    A. Program and project management : Governance perspective B. Data science : Business perspective
Show 1 more comment
  1. goldentugboat 👍 2 Answered B
    Data science is in business

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