SAFe Agilist (SA) Certification Exam — Questions and Answers

Question 1: Which artifact captures the team's plan for a sprint, including stories and their acceptance criteria?

Program Board
Team Backlog
PI Objectives
Iteration Plan (Correct answer)

Correct answer: Iteration Plan

The Iteration Plan is the team-level commitment for a sprint, listing the stories selected from the Team Backlog along with acceptance criteria and tasks.

Question 2: Which approach is most effective for problem-solving in Lean-Agile Principles?

Always asking someone else
Random trial and error
Ignoring the problem until it resolves itself
Systematic analysis followed by evidence-based decision making (Correct answer)

Correct answer: Systematic analysis followed by evidence-based decision making

Systematic, evidence-based approaches lead to more reliable solutions than ad hoc methods.

Question 3: What is the main risk of skipping the Iteration Retrospective at the end of a sprint?

The Program Backlog becomes stale
Teams lose sprint velocity data
Continuous improvement is undermined and issues accumulate (Correct answer)
Sprint goals cannot be set for the next iteration

Correct answer: Continuous improvement is undermined and issues accumulate

The retrospective is the team's primary improvement loop; skipping it prevents identifying process problems and leads to recurring inefficiencies.

Question 4: How should risk be managed in Lean-Agile Principles?

Risk management is not necessary
By ignoring potential problems
By avoiding all risk entirely
Through identification, assessment, mitigation strategies, and ongoing monitoring of potential risks (Correct answer)

Correct answer: Through identification, assessment, mitigation strategies, and ongoing monitoring of potential risks

Effective risk management involves a systematic process of identifying, evaluating, and addressing potential threats.

Question 5: What are the key regulatory requirements affecting SAFe Framework?

Only federal regulations apply
There are no regulations
Compliance with applicable laws, industry standards, and licensing requirements specific to the field (Correct answer)
Regulations are optional guidelines

Correct answer: Compliance with applicable laws, industry standards, and licensing requirements specific to the field

Practitioners must comply with all applicable regulations, which may include federal, state, and industry-specific requirements.

Question 6: What is the purpose of the ART Sync in SAFe?

A daily meeting where every individual team member across the ART checks in
A regular event where ART leadership and Scrum Masters coordinate, identify impediments, and manage cross-team dependencies (Correct answer)
A quarterly planning event that supplements or replaces traditional PI Planning
A monthly business review attended by executives and senior stakeholders only

Correct answer: A regular event where ART leadership and Scrum Masters coordinate, identify impediments, and manage cross-team dependencies

The ART Sync is a regular ceremony where the RTE, Scrum Masters, and key stakeholders align across teams, resolve impediments, and manage inter-team dependencies.

Question 7: What are the key regulatory requirements affecting Lean-Agile Principles?

Only federal regulations apply
Regulations are optional guidelines
There are no regulations
Compliance with applicable laws, industry standards, and licensing requirements specific to the field (Correct answer)

Correct answer: Compliance with applicable laws, industry standards, and licensing requirements specific to the field

Practitioners must comply with all applicable regulations, which may include federal, state, and industry-specific requirements.

Question 8: Which input is MOST critical for teams to size stories accurately during Iteration Planning?

Program Board dependency count
Release Train Engineer capacity data
Business Owner priority scores
Historical team velocity (Correct answer)

Correct answer: Historical team velocity

Historical velocity (story points completed in prior iterations) is the primary reference teams use to determine how much work to commit to in a sprint.

Question 9: How does an ART measure its predictability in SAFe?

By tracking individual developer productivity and throughput metrics
By monitoring customer satisfaction scores on a monthly basis
By measuring the ratio of planned business value to actual business value delivered at the PI System Demo (Correct answer)
By counting the total number of user stories completed per iteration

Correct answer: By measuring the ratio of planned business value to actual business value delivered at the PI System Demo

ART predictability is measured by Business Owners comparing planned business value scores set during PI Planning against the actual scores assigned at the PI System Demo.

Question 10: What is the significance of documentation in Leading Change?

It provides a record for accountability, quality assurance, and legal compliance (Correct answer)
Documentation is unnecessary busy work
Only management needs to document
Only required during audits

Correct answer: It provides a record for accountability, quality assurance, and legal compliance

Proper documentation supports accountability, enables quality review, and satisfies legal requirements.

Question 11: An ART's System Demo reveals significant integration issues across teams. Which action BEST aligns with SAFe principles?

Delay the demo until issues are resolved
Document issues and address them in the next PI
Assign a tiger team to fix issues outside normal iterations
Use the I&A problem-solving workshop to identify root causes and improvements (Correct answer)

Correct answer: Use the I&A problem-solving workshop to identify root causes and improvements

The Inspect & Adapt event's structured problem-solving workshop is SAFe's designated mechanism for addressing systemic ART-level issues discovered during execution.

Question 12: In SAFe, what is the primary purpose of the Inspect & Adapt event?

Plan the next PI's objectives
Reprioritize the Program Backlog
Showcase team features to customers
Identify and commit to improvement stories (Correct answer)

Correct answer: Identify and commit to improvement stories

The Inspect & Adapt event ends the PI with a structured problem-solving workshop that results in improvement stories added to the next PI backlog.

Question 13: What is the recommended frequency for the ART Sync event in SAFe?

Every two weeks
Weekly (Correct answer)
Once per PI
Daily

Correct answer: Weekly

The ART Sync (including Scrum of Scrums and PO Sync) is typically held weekly to maintain alignment across teams between PI Planning events.

Question 14: How does technology impact modern practices in Lean-Agile Principles?

Technology is only useful for record keeping
Technology has no impact on this field
Technology improves efficiency, accuracy, and access to information while requiring new skills (Correct answer)
Technology replaces all human judgment

Correct answer: Technology improves efficiency, accuracy, and access to information while requiring new skills

Technology enhances capabilities while also requiring practitioners to develop new competencies.

Question 15: Which SAFe concept describes the maximum amount of new work a team can start without finishing existing work first?

Sprint quota
WIP limit (Correct answer)
Capacity allocation
Velocity ceiling

Correct answer: WIP limit

Work-In-Process (WIP) limits constrain how much work a team can have in progress simultaneously, supporting flow and reducing multitasking.

Question 16: What does Throughput measure in the context of SAFe?

The rate at which work moves through the system (Correct answer)
The percentage of tasks completed on time
The total cost of delivering value
The time taken for teams to complete an individual task

Correct answer: The rate at which work moves through the system

Throughput measures the number of work items (e.g., features, stories, tasks) successfully completed and delivered within a specific period. It indicates the efficiency and capacity of a system or team to process work. A higher throughput generally signifies a more productive and efficient delivery pipeline.

Question 17: How does a SAFe Agilist typically support leadership during the Agile transformation?

By replacing the existing management structure with Agile teams
By acting as a coach and guiding executives on Agile leadership principles (Correct answer)
By focusing only on improving the development team's skills
By designing the Scrum framework for teams

Correct answer: By acting as a coach and guiding executives on Agile leadership principles

A SAFe Agilist plays a vital role in supporting leadership during an Agile transformation by acting as a coach and guiding executives on Lean-Agile leadership principles. They help leaders understand their new role in fostering a culture of empowerment, psychological safety, and decentralized decision-making. This guidance ensures that leadership actively supports and enables the transformation, rather than simply directing it.

Question 18: What quality metrics are most important in SAFe Framework?

Measurable outcomes, process compliance, and stakeholder satisfaction (Correct answer)
Only speed of completion
No metrics are needed
Only financial metrics

Correct answer: Measurable outcomes, process compliance, and stakeholder satisfaction

Quality in SAFe Framework is measured through multiple dimensions including outcomes, processes, and satisfaction.

Question 19: How does technology impact modern practices in Leading Change?

Technology has no impact on this field
Technology improves efficiency, accuracy, and access to information while requiring new skills (Correct answer)
Technology is only useful for record keeping
Technology replaces all human judgment

Correct answer: Technology improves efficiency, accuracy, and access to information while requiring new skills

Technology enhances capabilities while also requiring practitioners to develop new competencies.

Question 20: Which of the following is a key practice for building a Lean-Agile culture within an organization?

Setting up a Project Management Office (PMO) to track project progress
Maintaining hierarchical decision-making structures
Empowering teams to make decisions and adopt iterative development (Correct answer)
Ensuring every team follows Scrum processes rigidly

Correct answer: Empowering teams to make decisions and adopt iterative development

Building a Lean-Agile culture within an organization hinges on empowering teams and adopting iterative development practices. Empowering teams to make decisions fosters ownership, innovation, and faster problem-solving. Iterative development, through frameworks like Scrum or Kanban, ensures continuous delivery of value, rapid feedback loops, and adaptability, which are fundamental to Agile success and cultural transformation.

Question 21: What are Features in SAFe?

Services provided by the system that fulfill stakeholder needs, sized to fit within a single PI (Correct answer)
Epics
User stories
Technical tasks

Correct answer: Services provided by the system that fulfill stakeholder needs, sized to fit within a single PI

Features represent functionality that delivers business value and are sized to be completed within a single Program Increment by one or more teams.

Question 22: Which metric is used to measure how quickly a team can deliver value from start to finish?

Throughput
Lead Time (Correct answer)
Velocity
Cycle Time

Correct answer: Lead Time

Lead Time measures the total time elapsed from when a request is made (e.g., a feature idea is conceived) until it is delivered and available to the customer. It encompasses all stages, including discovery, development, testing, and deployment. This metric is crucial for understanding the overall speed of value delivery and identifying bottlenecks in the end-to-end process.

Question 23: What role does continuing education play in Lean-Agile Principles?

It is optional and rarely helpful
Keeping practitioners current with evolving best practices and new developments (Correct answer)
Only required for new practitioners
Only beneficial for management

Correct answer: Keeping practitioners current with evolving best practices and new developments

Continuing education ensures practitioners stay current with advances in their field.

Question 24: Who is primarily responsible for ensuring the Program Increment (PI) goals are achieved?

SAFe Agilist
Scrum Master
Release Train Engineer (RTE) (Correct answer)
Product Owner

Correct answer: Release Train Engineer (RTE)

The Release Train Engineer (RTE) acts as the chief Scrum Master for the Agile Release Train (ART). They are responsible for facilitating the ART events, coaching leaders and teams, and ultimately ensuring that the PI goals are achieved by removing impediments and driving continuous improvement across the train. While other roles contribute, the RTE holds the primary accountability for the ART's overall success and goal attainment.

Question 25: What is the primary purpose of standardized procedures in Lean-Agile Principles?

To create unnecessary bureaucracy
To ensure consistency, safety, and quality across all practitioners (Correct answer)
To benefit only management
To slow down work processes

Correct answer: To ensure consistency, safety, and quality across all practitioners

Standardized procedures ensure that all practitioners deliver consistent, safe, and high-quality outcomes.

Question 26: How should risk be managed in SAFe Framework?

By ignoring potential problems
Risk management is not necessary
By avoiding all risk entirely
Through identification, assessment, mitigation strategies, and ongoing monitoring of potential risks (Correct answer)

Correct answer: Through identification, assessment, mitigation strategies, and ongoing monitoring of potential risks

Effective risk management involves a systematic process of identifying, evaluating, and addressing potential threats.

Question 27: What is a 'Feature' in the SAFe Program Backlog?

A technical task assigned to an individual team member during sprint planning
A business requirement captured in a traditional waterfall project charter
A service or function that delivers business value to stakeholders and is sized to be completed within a single PI (Correct answer)
A small piece of work completed in a single iteration by one developer

Correct answer: A service or function that delivers business value to stakeholders and is sized to be completed within a single PI

A Feature is a unit of value that delivers a service or function to fulfill stakeholder needs and is sized appropriately to be implemented within a single Program Increment.

Question 28: How does SAFe handle technical debt during Program Execution?

It is resolved only during the IP Iteration
Teams allocate 20% capacity each iteration to debt reduction (Correct answer)
Technical debt is deferred until a future release
It is tracked in the Program Backlog as Enablers

Correct answer: Teams allocate 20% capacity each iteration to debt reduction

SAFe recommends teams reserve approximately 20% of iteration capacity to address technical debt and keep the system healthy throughout execution.

Question 29: How does SAFe handle architectural work?

Through an architectural runway of infrastructure and components that enables future business features (Correct answer)
Only at the beginning of a project
Architecture is not addressed in SAFe
Through a separate architecture team that works independently

Correct answer: Through an architectural runway of infrastructure and components that enables future business features

Architectural runway provides the technical foundation needed to support upcoming features, built incrementally alongside business features.

Question 30: What distinguishes a 'stretch objective' from a committed objective in PI Planning?

Stretch objectives are assigned by Product Management only
Stretch objectives are not counted in PI Predictability if missed (Correct answer)
Stretch objectives replace risks on the program board
Stretch objectives are mandatory but lower priority

Correct answer: Stretch objectives are not counted in PI Predictability if missed

Stretch objectives represent optional goals teams pull in if capacity allows; missing them does not negatively impact PI Predictability scores.

Question 31: What is the role of the SAFe Agilist in the Program Increment (PI) Planning process?

To ensure that the team members follow Scrum ceremonies
To monitor team performance and enforce deadlines
To manage the backlog and prioritize features for development
To facilitate the planning and ensure alignment of all teams to program goals (Correct answer)

Correct answer: To facilitate the planning and ensure alignment of all teams to program goals

The SAFe Agilist is a leader who understands and promotes SAFe principles. In PI Planning, their role is crucial for guiding the event, fostering collaboration among Agile Teams, and ensuring that all teams align their plans and objectives with the overall program goals. This leadership helps achieve a shared vision and synchronized execution across the Agile Release Train (ART).

Question 32: What role does continuing education play in Leading Change?

Only beneficial for management
Keeping practitioners current with evolving best practices and new developments (Correct answer)
It is optional and rarely helpful
Only required for new practitioners

Correct answer: Keeping practitioners current with evolving best practices and new developments

Continuing education ensures practitioners stay current with advances in their field.

Question 33: Which of the following is a Key Performance Indicator (KPI) in SAFe used to measure the value delivered to customers?

Customer Satisfaction (CSAT) (Correct answer)
Velocity
Cycle Time
Release Frequency

Correct answer: Customer Satisfaction (CSAT)

Customer Satisfaction (CSAT) is a direct Key Performance Indicator (KPI) that measures how happy customers are with the products, services, or features delivered. It directly reflects the value perceived by the end-users. While other metrics like Velocity or Cycle Time measure internal efficiency, CSAT specifically gauges the external impact and success from a customer's perspective.

Question 34: What is the primary responsibility of a SAFe Agilist during an Agile transformation?

To manage day-to-day team activities
To focus solely on the Scrum team dynamics
To ensure all Agile ceremonies are followed strictly
To implement and lead the transition to Agile practices at the organizational level (Correct answer)

Correct answer: To implement and lead the transition to Agile practices at the organizational level

A Certified SAFe Agilist's primary responsibility during an Agile transformation is to implement and lead the transition to Agile practices at the organizational level. They act as change agents, guiding leadership and teams through the adoption of SAFe principles and practices, establishing Agile Release Trains, and fostering a Lean-Agile mindset across the enterprise. Their focus is on scaling agility beyond individual teams.

Question 35: How should ethical dilemmas be handled in Leading Change?

Always choose the cheapest option
Ignore ethical concerns
Follow established ethical guidelines, consult with supervisors, and prioritize stakeholder welfare (Correct answer)
Make decisions based solely on personal preference

Correct answer: Follow established ethical guidelines, consult with supervisors, and prioritize stakeholder welfare

Ethical decision-making requires following professional guidelines and prioritizing the welfare of all stakeholders.

Question 36: How should ethical dilemmas be handled in Lean-Agile Principles?

Ignore ethical concerns
Make decisions based solely on personal preference
Follow established ethical guidelines, consult with supervisors, and prioritize stakeholder welfare (Correct answer)
Always choose the cheapest option

Correct answer: Follow established ethical guidelines, consult with supervisors, and prioritize stakeholder welfare

Ethical decision-making requires following professional guidelines and prioritizing the welfare of all stakeholders.

Question 37: What is an Architectural Runway in SAFe?

The timeline for decommissioning legacy systems at the end of their lifecycle
A migration plan for transitioning to new technical infrastructure
A series of architecture reviews conducted before each PI planning event
Existing code, components, and infrastructure that support near-term business features without requiring additional enabler work (Correct answer)

Correct answer: Existing code, components, and infrastructure that support near-term business features without requiring additional enabler work

The Architectural Runway consists of existing technical foundations that allow business features to be implemented without significant delays waiting for architectural work.

Question 38: What is an Agile Release Train (ART)?

A physical train for transporting releases
A software deployment tool
A single Scrum team
A long-lived team of agile teams that develops and delivers solutions incrementally (Correct answer)

Correct answer: A long-lived team of agile teams that develops and delivers solutions incrementally

An ART is a virtual organization of 50-125 people that plans, commits, and executes together, aligned to a common business and technology mission.

Question 39: What role does continuing education play in SAFe Framework?

Keeping practitioners current with evolving best practices and new developments (Correct answer)
It is optional and rarely helpful
Only required for new practitioners
Only beneficial for management

Correct answer: Keeping practitioners current with evolving best practices and new developments

Continuing education ensures practitioners stay current with advances in their field.

Question 40: What is the primary goal of the SAFe Framework?

To use Kanban for all team workflows
To implement Scrum across all teams
To scale Agile practices across large organizations (Correct answer)
To replace traditional project management methodologies

Correct answer: To scale Agile practices across large organizations

The primary goal of the SAFe (Scaled Agile Framework) is to enable large organizations to effectively scale Agile and Lean practices beyond individual teams. It provides a comprehensive framework for aligning multiple Agile teams, coordinating their efforts, and delivering value consistently across complex enterprise environments. SAFe helps organizations achieve business agility at scale.

Question 41: Which of the following is the first step in leading a successful Agile transformation in an organization?

Establish a fixed budget for Agile implementation
Form an Agile Transformation Team with executive leadership (Correct answer)
Create a detailed project plan with timelines
Start training Scrum Masters and Product Owners immediately

Correct answer: Form an Agile Transformation Team with executive leadership

According to SAFe guidance, a successful Agile transformation requires strong leadership commitment and a dedicated team to drive the change. The first critical step is to form an Agile Transformation Team, ideally including executive leadership. This ensures the initiative has the necessary authority, resources, and strategic alignment to overcome organizational challenges and successfully implement Agile practices across the enterprise.

Question 42: What is the typical duration of a Program Increment (PI) in SAFe?

2 weeks
4 weeks
6 months
8–12 weeks (Correct answer)

Correct answer: 8–12 weeks

A PI typically lasts 8–12 weeks and consists of 4–5 development iterations plus one Innovation and Planning (IP) iteration.

Question 43: What is the significance of documentation in Lean-Agile Principles?

It provides a record for accountability, quality assurance, and legal compliance (Correct answer)
Documentation is unnecessary busy work
Only required during audits
Only management needs to document

Correct answer: It provides a record for accountability, quality assurance, and legal compliance

Proper documentation supports accountability, enables quality review, and satisfies legal requirements.

Question 44: How should ethical dilemmas be handled in SAFe Framework?

Ignore ethical concerns
Follow established ethical guidelines, consult with supervisors, and prioritize stakeholder welfare (Correct answer)
Always choose the cheapest option
Make decisions based solely on personal preference

Correct answer: Follow established ethical guidelines, consult with supervisors, and prioritize stakeholder welfare

Ethical decision-making requires following professional guidelines and prioritizing the welfare of all stakeholders.

Question 45: What is the typical timebox for a SAFe sprint (iteration)?

4 weeks
1 week
2 weeks (Correct answer)
1 month

Correct answer: 2 weeks

SAFe recommends a fixed 2-week iteration cadence to create a predictable heartbeat for development teams across the ART.

Question 46: What is the most important foundational concept in Lean-Agile Principles?

Only following instructions from supervisors
Understanding core principles and their practical application in Lean-Agile Principles (Correct answer)
Ignoring established guidelines
Memorizing all rules without understanding

Correct answer: Understanding core principles and their practical application in Lean-Agile Principles

Core principles provide the foundation for all decision-making and practice in Lean-Agile Principles.

SAFe Agilist (SA) Certification Exam

The SAFe Agilist (SA) exam validates knowledge of the Scaled Agile Framework (SAFe) and the skills needed to lead a Lean-Agile enterprise transformation. It covers Lean-Agile principles, agile product delivery, lean portfolio management, and leading organizational change.

Questions

90 min

Time Limit

80%

To Pass

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Exam Rules

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No feedback shown until you submit the entire exam
Unanswered questions count as wrong — answer everything
10 pretest questions are mixed in and don't affect your score
Timer auto-submits when time runs out
Your progress is auto-saved every 30 seconds

These practice questions were written with AI tools. They are not real exam questions. Exam facts are checked against the official sources listed below. Not reviewed by a subject-matter expert. Editorial policy

Sources & references

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support.scaledagile.com — Test delivery, retake fee, renewal, score validity, fees, exam information · verified Oct 2026
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