[Jan-2025] Scaled Agile SAFe-APM Exam: Basic Questions With Answers
New 2025 Realistic Free Scaled Agile SAFe-APM Exam Dump Questions and Answer
NEW QUESTION # 20
What statement is true about designing an application programming interface (API) strategy?
- A. APIs are best when architected in the analyzing state within the ART Kanban
- B. APIs should be approached as one-time projects
- C. APIs can be modernized
- D. API design and development should leverage Design Thinking
Answer: D
Explanation:
Design Thinking is a creative process that involves empathizing with customers, defining the problem, ideating possible solutions, prototyping, and testing. Design Thinking can help API design and development by ensuring that the APIs are user-centric, meet the needs and expectations of the customers, and deliver value to the business. Design Thinking can also help API design and development by fostering collaboration, experimentation, and feedback among the stakeholders, such as product managers, developers, and customers.
References:
* Design Thinking - Scaled Agile Framework
* How to Design an API - Application Programming Interface Best Practices
* Best Practices in API Design - Swagger
NEW QUESTION # 21
What is the most important information to communicate in a product Vision?
- A. Architecture requirements
- B. The new technology platform requirements
- C. How life/work will improve by using this Solution
- D. The target release date
Answer: C
Explanation:
A product vision is a description of the future state of the product and what problems it tries to solve or what ambitions it tries to fulfill. The most important information to communicate in a product vision is how life/work will improve by using this solution. This information captures the value proposition and the benefit hypothesis of the product, which reflect the needs and expectations of the customers and the stakeholders. This information also inspires and motivates the people who work on the product, as well as the potential users of the product. This information sets the direction and the purpose of the product, and guides the development and delivery of the features and capabilities.
Reference:
Vision - Scaled Agile Framework
Solution Vision - Scaled Agile Framework
Product Vision | Agile Product Management
NEW QUESTION # 22
What is an example of a measurement that can help drive Value Stream innovation and improvements?
- A. Number of Customers added during the quarter
- B. Iteration velocity measured on a quarterly basis
- C. Percentage of Customers activating the product
- D. Average Customer acquisition costs
Answer: C
Explanation:
A measurement that can help drive Value Stream innovation and improvements is the percentage of Customers activating the product. This metric indicates how many Customers are actually using the product after acquiring it, and how well the product meets their needs and expectations. A high percentage of Customers activating the product means that the product delivers value and solves a problem for the Customers, and that the Value Stream is aligned with the Customer-centric mindset. A low percentage of Customers activating the product means that there is a gap between the product offering and the Customer demand, and that the Value Stream needs to innovate and improve the product design, delivery, and marketing.
References:
* Value Stream KPIs - Scaled Agile Framework
* The Four Most Useful Value Stream Metrics in Software
* What is an example of a measurement that can be used to help drive ...
NEW QUESTION # 23
What is the primary data used in market research?
- A. Developing hypotheses
- B. Testing hypotheses
- C. Market structuring
- D. Market sizing
Answer: B
Explanation:
Primary data is information collected through original research by the marketer or researcher themselves.
Primary data is used to test hypotheses, which are tentative statements or assumptions about the relationship between variables or the outcome of an experiment. Testing hypotheses helps to validate or invalidate the assumptions and predictions made by the marketer or researcher, and to measure the effectiveness and impact of their product or service.
References:
* Primary Data - Types, Methods and Examples: This article from Research Method defines primary data, explains its types and methods, and provides some examples of primary data collection and analysis.
* [Hypothesis Testing]: This article from the Scaled Agile Framework describes the concept and process of hypothesis testing, and how it helps to evaluate the value proposition and assumptions of a product or service using experiments and feedback.
NEW QUESTION # 24
Which research activity primarily drives product strategy instead of product design?
- A. Focusing on product requirements
- B. Observing what people do with the product
- C. Understanding Customers and values
- D. Reviewing long-term Architectural Runway Enablers
Answer: C
Explanation:
Product strategy is the high-level plan that defines the vision, goals, and direction of a product. Product strategy guides the development and delivery of a product that meets the needs and expectations of the customers and the business. Product strategy is primarily driven by the research activity of understanding Customers and values. This activity involves identifying and segmenting the target market, analyzing the customer needs, problems, and opportunities, defining the value proposition and the benefit hypothesis, and validating the assumptions and hypotheses with customer feedback. Understanding Customers and values helps to align the product strategy with the customer-centric mindset and the business outcomes.
Reference:
Customer Centricity - Scaled Agile Framework
Product and Solution Management - Scaled Agile Framework
Using Market Research To Drive Business Strategy | PlanBeyond
NEW QUESTION # 25
Which of the following is a customer-centric requirement artifact?
- A. Compliance enabler
- B. Usability
- C. Security
- D. Story map
Answer: D
Explanation:
A story map is a customer-centric requirement artifact that represents the user journey and the features that support it. A story map is a visual tool that helps to organize and prioritize user stories based on the user goals, activities, and tasks. A story map also helps to align the stakeholders on the scope, value, and dependencies of the product, and to plan the releases and iterations.
References:
* Story Mapping - Scaled Agile Framework
* What are some example artifacts from product definition?
* User Story Mapping: A Complete Guide | Miro
NEW QUESTION # 26
The Architectural Runway is a key part of which aspect of the Design Thinking model?
- A. Sustainable
- B. Viable
- C. Desirable
- D. Feasible
Answer: D
Explanation:
The Architectural Runway is a key part of the Feasible aspect of the Design Thinking model. The Design Thinking model is a framework that guides the creation of innovative solutions that are desirable, viable, feasible, and sustainable. The Feasible aspect focuses on the technical and operational aspects of the solution, such as the architecture, infrastructure, integration, performance, and security. The Architectural Runway is a concept that describes the existing code, components, and technical infrastructure that enable the development and delivery of near-term features without excessive redesign and delay. The Architectural Runway supports the Feasible aspect by providing the necessary technical foundation and alignment for developing business initiatives and implementing new features and capabilities.
References:
* Architectural Runway - Scaled Agile Framework
* Design Thinking - Scaled Agile Framework
NEW QUESTION # 27
What innovation context type refers to the innovations we find when looking at integrated, end-to-end products and service offerings to solve complex market problems across trains?
- A. Portfolio
- B. Business Agility
- C. Feature
- D. Solution
Answer: D
Explanation:
According to the SAFe Agile Product Management APM (6.0) documents and learning resources, innovation context type refers to the level of uncertainty and risk associated with the innovation. There are four types of innovation context: portfolio, solution, feature, and business agility. Solution context type is the most complex and uncertain type, as it involves creating integrated, end-to-end products and service offerings that solve complex market problems across trains. Solution context type requires a high degree of collaboration and alignment among multiple teams and stakeholders, as well as frequent experimentation and validation of assumptions.
Reference:
SAFe Innovation Framework for Lean Enterprises: What to Know
Solution Context - Scaled Agile Framework
NEW QUESTION # 28
The Architectural Runway is a key part of which aspect of the Design Thinking model?
- A. Sustainable
- B. Viable
- C. Desirable
- D. Feasible
Answer: D
Explanation:
The Architectural Runway is a key part of the Feasible aspect of the Design Thinking model. The Design Thinking model is a framework that guides the creation of innovative solutions that are desirable, viable, feasible, and sustainable. The Feasible aspect focuses on the technical and operational aspects of the solution, such as the architecture, infrastructure, integration, performance, and security. The Architectural Runway is a concept that describes the existing code, components, and technical infrastructure that enable the development and delivery of near-term features without excessive redesign and delay. The Architectural Runway supports the Feasible aspect by providing the necessary technical foundation and alignment for developing business initiatives and implementing new features and capabilities.
Reference:
Architectural Runway - Scaled Agile Framework
Design Thinking - Scaled Agile Framework
NEW QUESTION # 29
Who is the best stakeholder to collaborate with if a Product Manager wants to discuss an Enabler Feature for the upcoming PI?
- A. System/Solution Architects
- B. Agile Team
- C. Epic Owners
- D. Business Owners
Answer: A
Explanation:
An Enabler Feature is a type of feature that supports the development and delivery of future business features by extending the architectural runway, improving the infrastructure, or addressing compliance. An Enabler Feature is usually defined and prioritized by System/Solution Architects, who are responsible for designing and guiding the technical aspects of the solution. Therefore, the best stakeholder to collaborate with if a Product Manager wants to discuss an Enabler Feature for the upcoming PI is the System/Solution Architect, as they can provide the necessary technical expertise, guidance, and alignment.
Reference:
Enablers - Scaled Agile Framework
System and Solution Architect/Engineering - Scaled Agile Framework
PI Planning - Scaled Agile Framework
NEW QUESTION # 30
Which stakeholder(s) could best provide current business feedback to guide Feature enhancements?
- A. Product Owner (PO)
- B. Lean Portfolio Management
- C. Solution Architect/Engineering
- D. Business Owners
Answer: D
Explanation:
According to the SAFe Agile Product Management APM (6.0) documents and learning resources, Business Owners are key ART stakeholders who have the primary business and technical responsibility for return on investment (ROI), governance, and compliance. They are critical for evaluating fitness for use and actively participating in solution development. They can provide current business feedback to guide feature enhancements by assessing the value proposition, the competitive advantage, and the expected market share of the features. They can also help align the features with the product vision and roadmap, and prioritize them based on the WSJF method.
Reference:
Business Owners - Scaled Agile Framework
Customer Centricity - Scaled Agile Framework
WSJF - Scaled Agile Framework
NEW QUESTION # 31
Which aspects of a product's strategic intent can personas help define?
- A. Supplier and local ART agreement coordination
- B. Features and benefit hypothesis
- C. Lean Budget Guardrails
- D. Specific Feature building based on Teams in the ART
Answer: B
Explanation:
Personas are fictional characters that represent the ideal customers or users of a product or service. They help product teams understand and empathize with the needs, goals, and preferences of their target segments. Personas can help define the features and benefit hypothesis of a product's strategic intent, which is the assumption that a certain set of features will deliver a specific benefit to the customers or users. By using personas, product teams can validate their feature and benefit hypothesis with real user feedback, and prioritize the features that deliver the most value and satisfaction to their personas.
Reference:
Personas: This article from the Scaled Agile Framework explains the concept and purpose of personas, and how they can be used in a SAFe context to support customer-centricity, design thinking, and lean UX.
Strategic Intent: This article from the Scaled Agile Framework defines the concept and components of strategic intent, and how it guides the portfolio vision, lean budget guardrails, and portfolio backlog.
Feature and Benefit Hypothesis: This article from the Scaled Agile Framework describes the concept and process of feature and benefit hypothesis, and how it helps product teams test and validate their assumptions about customer value.
NEW QUESTION # 32
What is the key concern when evaluating the fit for a market segment?
- A. Are our Customers happy?
- B. Is the segment going to be highly profitable?
- C. Does the segment align with our values and mission?
- D. Are there substitutes for this product offering in the market?
Answer: C
Explanation:
Market segmentation is the process of dividing a market into distinct groups of customers who have similar needs, preferences, or behaviors. Market segmentation helps enterprises identify and target the most valuable and profitable customer segments, design and deliver solutions that meet their needs, and optimize their marketing strategies and campaigns. However, market segmentation is not only based on quantitative factors, such as size, growth, and profitability, but also on qualitative factors, such as values, mission, and vision. A market segment should align with the enterprise's values and mission, which reflect its purpose, identity, and culture. A market segment that aligns with the enterprise's values and mission will help the enterprise achieve its strategic goals, create a positive brand image, and build trust and loyalty with customers.
Reference:
Customer Centricity - Scaled Agile Framework
Advanced Topic - SAFe for Marketing - Scaled Agile Framework
What is one consideration when evaluating the fit for a market segment?
5.4 Essential Factors in Effective Market Segmentation
NEW QUESTION # 33
Which statement is true about designing a data strategy?
- A. It is best when architected in the analyzing state within the ART Kanban
- B. It should be approached as a one-time project
- C. Data monetization vastly increases the short-term value of products
- D. It requires collaboration between Product Managers and their Customers
Answer: D
Explanation:
Designing a data strategy is the process of defining the vision, goals, principles, and governance of data and analytics in an organization. A data strategy should align with the business strategy and enable the delivery of value from data and AI initiatives. Designing a data strategy requires collaboration between Product Managers and their Customers, as they are the ones who understand the needs, problems, and opportunities of the market and the users. Product Managers and Customers should work together to identify the data sources, use cases, metrics, and feedback loops that will inform the data strategy and drive the data-driven decision making.
Reference:
Design your data strategy in six steps | IBM
How to build and deliver an effective data strategy: part 1 - Microsoft UK Blog Crafting Your Data Strategy - data.org Designing Data Strategies - Development Gateway: An IREX Venture
NEW QUESTION # 34
What is one key component of Cost of Delay (CoD)?
- A. Time criticality
- B. Duration
- C. Sequencing
- D. Job size
Answer: A
Explanation:
Time criticality is one key component of Cost of Delay (CoD), which is the money or value that will be lost by delaying or not doing a job for a specific time period relative to other jobs. Time criticality reflects the urgency or sensitivity of a job to time, and how its value changes over time. For example, a job that has a fixed deadline, a seasonal demand, or a high risk of obsolescence has a high time criticality, and its CoD increases rapidly as time passes. A job that has a stable demand, a low risk of competition, or a long-term benefit has a low time criticality, and its CoD increases slowly or remains constant over time.
Reference:
WSJF: This article from the Scaled Agile Framework explains the concept and purpose of Weighted Shortest Job First (WSJF), which is a prioritization model that uses CoD and job duration to sequence jobs for maximum economic benefit. It also describes the four components of CoD: user or business value, time criticality, risk reduction and/or opportunity enablement, and job size.
Cost of Delay - Scaled Agile Framework: This article from the Scaled Agile Framework defines CoD as the numerator in WSJF prioritization, and provides some examples of how to estimate CoD for different types of jobs.
NEW QUESTION # 35
What is a result of using personas and empathy maps together?
- A. Improved product design
- B. Actionable research
- C. Ability to project the value of the market
- D. A better understanding of supplier license agreements
Answer: A
Explanation:
Using personas and empathy maps together is a result of applying design thinking, which is a customer-centric development process that creates desirable products that are profitable and sustainable over their lifecycle.
Personas are fictional characters that represent archetypal users of a product or service, while empathy maps are visual tools that capture the thoughts, feelings, behaviors, and needs of the users. Using personas and empathy maps together can help to improve product design by:
* Understanding the problem and the context from the user's perspective
* Generating ideas and solutions that address the user's pain points and goals
* Testing and validating the assumptions and hypotheses behind the product
* Aligning the stakeholders on the scope, value, and quality of the product References:
* Design Thinking - Scaled Agile Framework
* Personas - Scaled Agile Framework
* Empathy Map vs Persona: What's the Difference and Why You ... - Userpilot
NEW QUESTION # 36
The Product Owners (POs) on an ART held a brainstorming session to gather more detail on an upcoming Feature. They created many Stories but are still deciding which ones to do first because they seem necessary.
Which technique would help organize the Stories and understand which are critical to implementing the Feature?
- A. Weighted Shortest Job First (WSJF)
- B. Story mapping
- C. Kano analysis
- D. Must have/Should have/Could have/Will not have (MoSCoW)
Answer: B
Explanation:
Story mapping is a technique that helps product owners and teams visualize and prioritize user stories based on the user journey and the value they deliver. Story mapping involves creating a two-dimensional map of stories, where the horizontal axis represents the main activities or steps of the user journey, and the vertical axis represents the priority or importance of the stories. The stories are arranged in a hierarchy, where the top row contains the most essential stories that form the backbone of the feature, and the lower rows contain the more detailed or optional stories that enhance the feature. Story mapping helps to organize stories and understand which are critical to implementing the feature, as it shows the big picture of the user goals and needs, the dependencies and relationships among stories, and the minimum viable product (MVP) scope.
References:
* Story Mapping: This article from the Scaled Agile Framework explains the purpose, process, and benefits of story mapping, and provides an example of how it can be used in a SAFe context.
* User Story Mapping: Discover the Whole Story, Build the Right Product: This book by Jeff Patton, the creator of story mapping, provides a comprehensive guide on how to use story mapping to create better products and services that delight customers.
* How to Create a User Story Map: Step by Step Guide with Examples: This article from Miro provides a detailed guide on how to create a user story map, with examples and templates for different types of products and services.
NEW QUESTION # 37
Which event tracks the progress of the ART toward meeting the PI Objectives?
- A. Portfolio minimum viable product (MVP) reviews
- B. Incremental Business Value assignment
- C. ART Sync
- D. Weighted Shortest Job First (WSJF) prioritization
Answer: C
Explanation:
The ART Sync is a weekly event that brings together the representatives of the teams and stakeholders of an Agile Release Train (ART) to review the progress and status of the current Program Increment (PI). The ART Sync tracks the progress of the ART toward meeting the PI Objectives by using various metrics and indicators, such as the PI burnup chart, the team and ART predictability measures, the feature completion report, and the dependencies and risks status. The ART Sync also provides an opportunity to identify and resolve any impediments, issues, or blockers that may affect the PI delivery.
References:
* ART Sync: This article from the Scaled Agile Framework explains the purpose, agenda, and participants of the ART Sync, and how it supports the alignment, collaboration, and execution of the ART.
* PI Objectives: This article from the Scaled Agile Framework defines the concept and attributes of PI Objectives, and how they can be used to align and measure the outcomes of an ART or Solution Train.
NEW QUESTION # 38
Design Thinking and the Continuous Delivery Pipeline (CDP) have which behavior in common?
- A. Both focus on the need for Continuous Integration to confirm the Solution is desirable
- B. Both use feedback from Customers to improve products
- C. Both focus on continuous delivery of assets for Release on Demand
- D. Both focus on Return on Investment (ROI) and net present Value Metrics
Answer: B
Explanation:
Design Thinking and the Continuous Delivery Pipeline (CDP) are both approaches that aim to deliver value to customers by understanding their needs, validating assumptions, and iterating on solutions. Design Thinking is a creative process that involves empathizing with customers, defining the problem, ideating possible solutions, prototyping, and testing. The CDP is a workflow that consists of four aspects: Continuous Exploration, Continuous Integration, Continuous Deployment, and Release on Demand. The CDP enables the delivery of small batches of new functionality, which are then released to fulfill market demand. Both Design Thinking and the CDP use feedback from customers to improve products, as feedback loops are essential for learning and adapting to changing needs and preferences.
References:
* Design Thinking - Scaled Agile Framework
* Continuous Delivery Pipeline - Scaled Agile Framework
* Introduction to Continuous Delivery in SAFe | CDP in ... - PremierAgile
NEW QUESTION # 39
What activity would be performed to create an ARTs PI Roadmap?
- A. Calculate velocity team by team
- B. Provide a list of agreed objectives
- C. Review the deployment windows for asset delivery
- D. Direct the intended audience to the Weighted Shortest Job First (WSJF) scoring
Answer: B
Explanation:
A PI roadmap is a visual tool that illustrates the commitments and forecasts of an Agile Release Train (ART) or Solution Train for the planned and upcoming Program Increments (PIs). One of the activities to create an ARTs PI Roadmap is to provide a list of agreed objectives, which are the SMART goals that summarize the business and technical outcomes that the ART or Solution Train intends to achieve in a PI. The objectives are derived from the features and enablers that are planned and prioritized in the PI Planning event, and they are aligned with the vision, roadmap, and strategic themes of the portfolio. The objectives are used to communicate and track the progress and value delivery of the ART or Solution Train, and to enable alignment and dependency management across multiple ARTs or Solution Trains.
References:
* PI Roadmap: This article from the Scaled Agile Framework explains the concept and purpose of the PI Roadmap, and how it can be used to visualize and communicate the near-term deliverables and milestones of an ART or Solution Train.
* PI Objectives: This article from the Scaled Agile Framework defines the concept and attributes of PI Objectives, and how they can be used to align and measure the outcomes of an ART or Solution Train.
NEW QUESTION # 40
Which of the following is a customer-centric requirement artifact?
- A. Compliance enabler
- B. Usability
- C. Security
- D. Story map
Answer: D
Explanation:
A story map is a customer-centric requirement artifact that represents the user journey and the features that support it. A story map is a visual tool that helps to organize and prioritize user stories based on the user goals, activities, and tasks. A story map also helps to align the stakeholders on the scope, value, and dependencies of the product, and to plan the releases and iterations.
Reference:
Story Mapping - Scaled Agile Framework
What are some example artifacts from product definition?
User Story Mapping: A Complete Guide | Miro
NEW QUESTION # 41
What activity would be performed to create an ARTs PI Roadmap?
- A. Calculate velocity team by team
- B. Provide a list of agreed objectives
- C. Review the deployment windows for asset delivery
- D. Direct the intended audience to the Weighted Shortest Job First (WSJF) scoring
Answer: B
Explanation:
A PI roadmap is a visual tool that illustrates the commitments and forecasts of an Agile Release Train (ART) or Solution Train for the planned and upcoming Program Increments (PIs). One of the activities to create an ARTs PI Roadmap is to provide a list of agreed objectives, which are the SMART goals that summarize the business and technical outcomes that the ART or Solution Train intends to achieve in a PI. The objectives are derived from the features and enablers that are planned and prioritized in the PI Planning event, and they are aligned with the vision, roadmap, and strategic themes of the portfolio. The objectives are used to communicate and track the progress and value delivery of the ART or Solution Train, and to enable alignment and dependency management across multiple ARTs or Solution Trains.
Reference:
PI Roadmap: This article from the Scaled Agile Framework explains the concept and purpose of the PI Roadmap, and how it can be used to visualize and communicate the near-term deliverables and milestones of an ART or Solution Train.
PI Objectives: This article from the Scaled Agile Framework defines the concept and attributes of PI Objectives, and how they can be used to align and measure the outcomes of an ART or Solution Train.
NEW QUESTION # 42
Which is a good example of a pivot that would indicate that Customers want to pay in a different way?
- A. Customer problem pivot
- B. Feature pivot
- C. Value exchange pivot
- D. Customer segment pivot
Answer: C
Explanation:
A value exchange pivot is a type of pivot that changes the way customers pay for the product or service, or the way the business generates revenue from the product or service. A value exchange pivot would indicate that customers want to pay in a different way, because it reflects a change in the customer preferences, behavior, or expectations regarding the payment method, frequency, or amount. For example, a business may pivot from a one-time purchase model to a subscription model, or from a fixed-price model to a pay-per-use model, based on the customer feedback and data.
Reference:
Pivot: This article from the Scaled Agile Framework defines the concept and purpose of pivot, and how it helps to validate or invalidate the assumptions and hypotheses of a product or service using experiments and feedback.
The 10 Types of Startup Pivots: This article from Forbes provides an overview of the 10 types of startup pivots, and how they can help entrepreneurs adapt and innovate in response to the market and customer needs. It also provides some examples of successful pivots by well-known companies.
NEW QUESTION # 43
The "chasm" can occur between visionaries and what segment of the target market?
- A. Late adopters
- B. Early majority
- C. Middle skeptics
- D. Technology enthusiasts
Answer: B
Explanation:
The chasm is the gap in the technology adoption lifecycle between the early adopters and the early majority. The early adopters are visionaries who are open to trying new technologies, whereas the early majority are pragmatists who are more cautious and skeptical. The chasm occurs due to the different expectations and requirements of these two groups. A product that appeals to the early adopters may not appeal to the early majority, who value reliability, compatibility, and convenience over novelty and differentiation. Therefore, a product needs to cross the chasm by finding a niche market, establishing a clear value proposition, and creating a strong word-of-mouth.
Reference:
Crossing the Chasm & Scale Your SaaS: This article from Userpilot provides a practical guide on how to cross the chasm and scale a SaaS product, with examples and tips on finding product-market fit, defining a beachhead market, and creating a whole product.
Crossing the Chasm in the Technology Adoption Life Cycle: This article from Business to You explains the concept and purpose of the technology adoption lifecycle and the chasm, and how they can help marketers understand and target different customer segments.
NEW QUESTION # 44
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