PSM-AI preparation: mock exams under real conditions
Professional Scrum Master - AI EssentialsFoundation
Scrum.org's PSM-AI (Professional Scrum Master™ - AI Essentials) certification validates your ability to use generative artificial intelligence as a Scrum Master. The aim is to strengthen the effectiveness of the Scrum Team, while holding to responsible and ethical use. It addresses Scrum Masters who want to demonstrate a command of AI tools applied to facilitation, collaboration and transparency.
The exam covers four categories.
- The fundamentals of AI (AI Theory and Primer).
- The security and ethics of its use (AI Security and Ethics).
- Its application to the Scrum Master accountability (AI for Scrum Masters).
- Effective prompting (Effective AI Prompting).
The official exam has 40 single-choice questions, to answer in 60 minutes. The minimum score is 85 %.
On ScrumKata, preparing for the PSM-AI rests on five things.
- Questions matched to the difficulty of the exam.
- Original mock exams and revision questions.
- Timed tests, in the official format.
- Detailed tracking of your progress.
- An explanation for every answer, with the section it draws on.
The format of the PSM-AI exam
40
questions
60 min
long
85%
to pass
0
practice questions
What the certification covers
- AI fundamentals
- AI security and ethics
- AI for Scrum Masters
- Effective prompting
Where these questions come from
Every question is written from the official guides, and carries the section it draws on. We publish no dumps: practising on leaked questions teaches you to recognise a wording, not to reason, and on exam day the slightest rephrasing leaves you stuck. The explanation says why the right answer is right, and why the others are not.
Frequently asked questions about the PSM-AI
How do you prepare for the PSM-AI?
Read the official guide from end to end, sit one mock exam to find out where you stand, work on the topics sitting below the 85% threshold, then sit timed mock exams until you clear that threshold consistently.
What is the format of the PSM-AI exam?
40 questions in 60 minutes, and 85% correct answers to pass. Check the current format on the exam's own page on scrum.org.
Where can I find PSM-AI questions to practise on?
The PSM-AI bank is being written. In the meantime every other certification is open, and Premium access covers the ones we add later.
Is one PSM-AI mock exam enough to prepare?
A mock exam measures, it does not teach. It gives you a score and, if it is well built, the list of your weak topics. What changes the outcome is what you do next: revisit the questions you missed, understand why the right answer is right, and check on the next pass that the idea has stuck. A practice test on its own tells you where you stand, not how to improve.
Are the PSM-AI questions on ScrumKata the real exam questions?
No, and that is deliberate. We publish no dumps. Every question is written from the official guides, with a reference to the section it draws on. Practising on leaked questions teaches you to recognise a wording, not to reason, and on exam day the slightest rephrasing leaves you stuck.
How much does the PSM-AI exam cost?
Scrum.org publishes the PSM-AI price on its site. Check it there before booking, as these prices change. ScrumKata does not sell the certification: you pay Scrum.org directly to sit the exam.
How long does it take to prepare for the PSM-AI?
That depends on where you start far more than on a number of hours. With daily Scrum practice, a few weeks of focused revision is often enough. Without field experience, expect longer. The right marker is not elapsed time but the point where your mock exams clear 85% consistently.
Ready to measure your PSM-AI level?
This certification's bank is being written. Every other one is open.
See the open certifications