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Study guide

Certification guide

PSM-AI Essentials certificationProfessional Scrum Master - AI Essentials.

PSM-AI Essentials is Scrum.org's certification for Scrum Masters who use AI in their work. The assessment has 40 questions, a 60-minute time limit and an 85% pass mark, and it tests how AI can make a Scrum Master more effective, and how to use it responsibly.

Exam format

The facts about the PSM-AI Essentials assessment at a glance.

Duration
60 minutes
Questions
40 questions
Passing score
85%
Format
Multiple choice
Language
English
Cost
$200 USD per attempt
Validity
Lifetime, no renewal fee
Prerequisite
None. Scrum.org recommends its AI Essentials class but does not require it

The four focus areas

Scrum.org names the four focus areas without weights. Our learning path has one lesson for each.

AI Theory and Primer

  • AI, machine learning and generative AI
  • How large language models produce answers
  • Hallucinations and their causes
  • Retrieval-augmented generation, fine-tuning and agents

Effective AI Prompting

  • The elements of a good prompt
  • Context engineering
  • Few-shot examples, steps and clarifying questions
  • Iterating and reviewing AI output

AI Security and Ethics

  • Data protection and approved tools
  • Bias and fairness
  • Accountability and transparency
  • Trustworthy AI principles (EU, OECD)
  • Prompt injection and deepfakes

AI for Scrum Masters

  • Scrum accountabilities in an AI-supported team
  • Introducing AI empirically
  • AI in the Scrum events
  • AI and the Definition of Done
  • The Scrum Master as AI coach

Frequently asked questions

How many questions are in the PSM-AI Essentials exam?
40 questions in 60 minutes, with an 85% pass mark. That is about 90 seconds per question, more time per question than in PSM I.
Do I need PSM I before PSM-AI Essentials?
No, Scrum.org lists no prerequisite. The questions do assume you know Scrum, for example the accountabilities, the events and the Definition of Done, so a solid Scrum foundation helps.
Do I need to attend the Scrum.org class?
No. Scrum.org highly recommends its Professional Scrum Master - AI Essentials class, which includes an attempt at the assessment, but you can also buy an attempt on its own for $200 USD.
Can I use AI tools during the real exam?
No. Scrum.org assessments must be taken without outside help, and that includes AI tools and the Live Assistant. Use them while you practise, so you can pass on your own.

Related certifications

Prepare for PSM-AI Essentialsone focus area at a time.

Videos, audio lessons and quizzes for each focus area, then full-length practice exams in the format of the real assessment.