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Professional Scrum Master - AI Essentials: Complete Certification, Exam and Preparation Guide

See what PSM-AIE tests, what it takes, and whether it fits your goals

Validates AI foundations, security and ethics, effective prompting, and practical use of generative AI to improve Scrum Master work and team effectiveness. Examine the PSM-AIE assessment, preparation demands, pricing, prerequisites, renewal expectations, and skills it can demonstrate. Compare the credential with adjacent options from Scrum.org before deciding whether it belongs in your professional development plan.

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Credential overview

Professional Scrum Master - AI Essentials: What the certification covers and who it suits

Professional Scrum Master - AI Essentials validates AI foundations, security and ethics, effective prompting, and practical generative-AI use to improve Scrum Master work and team effectiveness.

Professional Scrum Master - AI Essentials validates AI foundations, security and ethics, prompting, and practical generative-AI use for Scrum Master work. Candidates gain a framework for using AI as a supportive capability while preserving human accountability and effective Scrum practice.

Generative AIScrum MasterAI ethicsAgile coachingScrum.org

Who should take it

Choose this certification if you are a Scrum Master or agile practitioner exploring practical generative AI use. It is a good fit for people who want to introduce AI thoughtfully, protect their teams, and improve their own preparation and learning without automating away the human work.

Best for

This certification fits Scrum Masters, agile coaches, delivery leads, team facilitators, and managers who are exploring how AI can support their work. It is especially useful for candidates who want practical AI literacy without losing sight of ethical use, information security, team dynamics, and the limits of automated output.

Why it matters

PSM AI Essentials can demonstrate practical, responsible AI awareness for Scrum Masters and agile practitioners. It is valuable for teams experimenting with AI-enabled ways of working, while meaningful professional value depends on whether the candidate uses tools to improve focus, learning, and delivery without compromising trust.

Requirements

Candidates should understand basic Scrum concepts and have some experience working with teams. No technical AI background is required. Preparation should include reflecting on what information can safely be used with an AI tool, how to verify output, and which aspects of facilitation, coaching, and decision making require direct human responsibility.

Best fit

Who Professional Scrum Master - AI Essentials is best suited for

This certification fits Scrum Masters, agile coaches, delivery leads, team facilitators, and managers who are exploring how AI can support their work. It is especially useful for candidates who want practical AI literacy without losing sight of ethical use, information security, team dynamics, and the limits of automated output.

Who should take it

Choose this certification if you are a Scrum Master or agile practitioner exploring practical generative AI use. It is a good fit for people who want to introduce AI thoughtfully, protect their teams, and improve their own preparation and learning without automating away the human work.

Best for

This certification fits Scrum Masters, agile coaches, delivery leads, team facilitators, and managers who are exploring how AI can support their work. It is especially useful for candidates who want practical AI literacy without losing sight of ethical use, information security, team dynamics, and the limits of automated output.

Career value

Career value of Professional Scrum Master - AI Essentials

This credential supports Scrum Master, agile coach, delivery lead, team facilitation, and AI-enabled ways-of-working pathways. It can add relevant modern practice awareness, while strong coaching and delivery outcomes remain the core evidence of Scrum Master effectiveness.

PSM AI Essentials can demonstrate practical, responsible AI awareness for Scrum Masters and agile practitioners. It is valuable for teams experimenting with AI-enabled ways of working, while meaningful professional value depends on whether the candidate uses tools to improve focus, learning, and delivery without compromising trust.

Learning outcomes

Professional Scrum Master - AI Essentials: Skills and learning outcomes the certification is designed to validate

Use the Professional Scrum Master - AI Essentials outcomes as a capability checklist. For every major topic, ask whether you can apply it independently, justify a choice, recognise a poor approach, and communicate the result in the kind of work the credential supports.

  • Explain practical generative-AI foundations and limitations
  • Assess security, confidentiality, and ethical considerations in AI use
  • Use prompting techniques to support preparation and analysis
  • Apply AI in ways that strengthen team effectiveness and learning
  • Retain human judgment and accountability in Scrum Master work

Tags and keywords

Certification tags and search topics

Generative AIScrum MasterAI ethicsAgile coachingScrum.orgProfessional Scrum Master AI EssentialsPSM AI EssentialsAI for Scrum Mastersgenerative AI agile teamsresponsible AI promptingScrum Master AI training

Reference

Quick facts

Provider
Scrum.org
Code
PSM-AIE
Level
Specialty
Credential type
Professional certification
Active exams
1
Known price
$0
Study time
12-25h
Last verified
Sep 8, 2026
Official page

Provider

Scrum.org

Scrum.org

Private company

Exam details

Professional Scrum Master - AI Essentials: Exam structure and assessed capability

Knowing the subject is only part of preparing for Professional Scrum Master - AI Essentials. Examine how the exam presents scenarios, decisions, tools, and technical concepts, then practise retrieving and applying that knowledge under realistic assessment conditions.

PSM-AIE

Professional Scrum Master - AI Essentials Assessment

Online assessment using multiple-choice, multiple-answer, and true-or-false questions as specified on the official assessment page

Official exam
Type
Written
Delivery
Online
Duration
30 min
Questions
20

Passing score: 85 Percentage

Exam sections

01

PSM

Professional Scrum Master - AI Essentials Assessment examines how candidates understand and apply psm within the wider credential scope. This area connects core concepts to the decisions, dependencies, and consequences practitioners encounter when carrying out the work described by validates AI foundations, security and ethics, effective prompting, and practical use of generative AI to improve Scrum Master work and team effectiveness.

Question notes

Expect this topic to appear through scenario interpretation, objective questions, or practical tasks consistent with the overall Professional Scrum Master - AI Essentials Assessment format. No separate question count or timing is assigned unless the provider publishes one.

Preparation tips

Build a small practice scenario around psm and complete it without relying on step-by-step prompts. Afterwards, explain why each decision was appropriate and identify the signal that would have changed your approach.

02

Foundations

This area concentrates on foundations as it appears in realistic tasks and scenarios. Candidates need to recognize the relevant inputs, choose a defensible approach, and understand how the result supports validates AI foundations, security and ethics, effective prompting, and practical use of generative AI to improve Scrum Master work and team effectiveness.

Question notes

Candidates may encounter foundations through comparisons, troubleshooting prompts, configuration choices, analysis, or applied exercises. Exact distribution can change with the active exam form.

Preparation tips

Practise explaining foundations to a technical peer without reading definitions. Then validate the explanation by completing representative tasks and checking whether your result satisfies the intended objective.

03

Effective

Effective forms a distinct part of the capability assessed in Professional Scrum Master - AI Essentials Assessment. The section brings together terminology, working methods, common constraints, and the judgment needed to deliver validates AI foundations, security and ethics, effective prompting, and practical use of generative AI to improve Scrum Master work and team effectiveness.

Question notes

Expect this topic to appear through scenario interpretation, objective questions, or practical tasks consistent with the overall Professional Scrum Master - AI Essentials Assessment format. No separate question count or timing is assigned unless the provider publishes one.

Preparation tips

Review a realistic artifact connected to effective—such as a configuration, report, backlog, model, log set, or design—and identify both correct practice and subtle weaknesses that an assessment could probe.

04

Prompting

Questions or tasks in this area explore prompting from both conceptual and operational perspectives. Strong performance depends on connecting the topic to the broader responsibility of validates AI foundations, security and ethics, effective prompting, and practical use of generative AI to improve Scrum Master work and team effectiveness.

Question notes

Candidates may encounter prompting through comparisons, troubleshooting prompts, configuration choices, analysis, or applied exercises. Exact distribution can change with the active exam form.

Preparation tips

Use a lab, case study, or worked example to connect prompting to observable outcomes. Deliberately introduce one incorrect assumption, diagnose its effect, and document the correction in your own words.

Study effort

Professional Scrum Master - AI Essentials: Preparation strategy and expected study effort

Effective Professional Scrum Master - AI Essentials preparation moves from scope review to active practice. Learn the core concepts, apply them in realistic tasks, test recall and judgment, and reserve enough time to close gaps rather than cramming near the exam date.

Study time

12-25h

Difficulty

Recommended experience

6 months

Practice exam useful
Hands-on lab useful

Exam cost

Professional Scrum Master - AI Essentials: Exam price and the full cost of earning the certification

Use the structured fee rows for the latest known amount and compare region, tax, voucher, or membership notes before registering.

$0

United States

Standard priceTax may vary

Prerequisites

What to know before starting Professional Scrum Master - AI Essentials

Candidates should understand basic Scrum concepts and have some experience working with teams. No technical AI background is required. Preparation should include reflecting on what information can safely be used with an AI tool, how to verify output, and which aspects of facilitation, coaching, and decision making require direct human responsibility.

Career fit

Roles and skills connected to this certification

Explore the roles and skills most directly connected to this certification, then use those paths to compare adjacent credentials.

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SkillScrum Framework

Scrum Framework skill is the ability to apply Scrum's accountabilities, events, artifacts, commitments, and empirical principles to complex product work.

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SkillAgile Delivery

Delivering work iteratively using agile principles, emphasizing adaptive planning, rapid feedback loops, and collaborative team efforts to produce value incrementally.

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Scrum facilitation is the ability to design and guide Scrum conversations so teams inspect progress, make decisions, and improve without losing ownership of their work.

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SkillAgile Leadership

Agile leadership is the ability to create organizational conditions in which teams can learn, make decisions, and deliver value through transparent, adaptive ways of working.

6 certificationsExplore

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