Study PSM-AI Essentials Facilitation, Collaboration, and Event Support: key concepts, common traps, and exam decision cues.
AI can be useful for preparing and supporting Scrum events, but the event itself still exists to enable human inspection, learning, and commitment. PSM-AI Essentials often tests whether you can keep that line clear.
| AI-supported activity | Why it can help |
|---|---|
| draft facilitation questions | improves preparation |
| summarize prior notes for review | improves continuity and recall |
| propose patterns from team inputs | supports discussion, not final judgment |
| Scrum need | Stronger AI boundary |
|---|---|
| event purpose | AI may support preparation, but the event still exists for human inspection and adaptation |
| team ownership | AI may suggest options, but the team still decides |
| transparency | generated summaries need validation before they shape decisions |
| facilitation quality | the Scrum Master stays responsible for how the conversation is held |
A Scrum Master uses AI to generate several Retrospective prompts based on prior impediment themes. That is a stronger use because it supports facilitation. The weaker move would be to let AI decide the team’s improvement commitment without the team’s own inspection.
A Scrum Master is short on time before Sprint Planning and asks AI to produce a full plan, a Sprint Goal, and speaking notes for each Developer. The stronger answer is usually to use AI only for preparation support, then let the team create the Sprint Goal and plan together during the event. Once the tool starts assigning intentions or commitments for people, it weakens self-management.
Which use of AI is strongest for a Scrum Master?
A. Using it to prepare possible facilitation prompts while keeping the team’s discussion and decisions human-led
B. Using it to run the Sprint Retrospective without the team because it can detect patterns faster
C. Using it to assign Developers to work during Sprint Planning
D. Using it to replace the Sprint Review because stakeholders can read the generated summary later
Best answer: A
Why: AI can improve facilitation support, but Scrum events still depend on human collaboration and inspection.
Why the others are weaker: B, C, and D remove the event purpose or violate Scrum accountabilities.