New PSM-AI and PSPO-AI Exams: AI Essentials for Scrum Masters and Product Owners

Artificial intelligence is becoming part of everyday product and delivery work. The new Professional Scrum Master - AI Essentials and Professional Scrum Product Owner - AI Essentials certifications focus on applying AI responsibly within two distinct Professional Scrum roles.

The PSM-AI and PSPO-AI exams help candidates examine how AI tools, generative AI practices, security, ethics, and effective decision-making can support Scrum Teams and product work. For candidates looking for supplementary ways to review these concepts, CertQueen can provide practice resources alongside structured study of the published objectives.

PSM-AI AI Essentials for Professional Scrum Masters

The Professional Scrum Master - AI Essentials certification validates knowledge of using Artificial Intelligence as a Professional Scrum Master. Its focus is on applying AI tools and practices to improve Scrum Team effectiveness while maintaining responsible and ethical use.

PSM-AI candidates are expected to understand how generative AI can support collaboration and transparency within Scrum Teams. The certification also recognizes the importance of considering AI use in relation to the Definition of Done.

The PSM-AI exam covers four areas:

●AI Theory and Primer

●AI Security and Ethics

●AI for Scrum Masters

●Effective AI Prompting

For Scrum Masters, AI should support the team rather than replace professional judgment. The exam focus suggests that candidates should think about how AI can assist communication, facilitate collaboration, improve transparency, and help teams work more effectively within Scrum.

Effective prompting is also a dedicated topic. This reflects the need to communicate clearly with generative AI tools, evaluate responses carefully, and use outputs in a way that remains relevant to the Scrum Team's context.

PSPO-AI AI Essentials for Professional Scrum Product Owners

The Professional Scrum Product Owner - AI Essentials certification focuses on AI within Professional Scrum Product Ownership. It validates a candidate's ability to explore, evaluate, and integrate AI tools and practices into product-related activities.

PSPO-AI is particularly relevant for Product Owners who want to use AI to support product discovery, customer understanding, experimentation, and decision-making. The certification also emphasizes that these activities must be carried out responsibly and ethically.

The PSPO-AI exam includes three domains:

●AI Theory and Primer

●AI Security and Ethics

●AI Product Ownership

While both exams include the same AI theory and ethical foundations, PSPO-AI applies those foundations to product work. Candidates should consider how AI can be evaluated in a product context and how it can assist with understanding customers, exploring opportunities, and supporting informed product decisions.

Shared knowledge, different professional application

PSM-AI and PSPO-AI have common ground in AI theory, security, and ethics. Both certifications recognize that responsible AI use is a professional requirement, not a separate afterthought.

The difference lies in the role-based application of AI.

A Scrum Master may use AI to improve how a team collaborates or to facilitate clearer communication. A Product Owner may use AI to explore product opportunities, analyze customer-related information, or support experiments. In both cases, candidates need to assess AI use responsibly and account for security and ethical considerations.

Why AI security and ethics matter

AI tools can influence communication, decisions, and work outputs. That makes security and ethics relevant to both Scrum Masters and Product Owners.

For PSM-AI candidates, responsible AI use connects with team transparency, collaboration, and the Definition of Done. For PSPO-AI candidates, it relates to customer understanding, product decisions, experiments, and the evaluation of AI-supported practices.

Candidates should not treat AI security and ethics as a separate section to review at the end. These considerations should be included whenever AI is used in a Scrum Team or product ownership scenario.

Preparing for PSM-AI and PSPO-AI

The best starting point is to select the exam that matches your current role and responsibilities.

Choose PSM-AI if your work focuses on supporting Scrum Teams, improving collaboration, enabling transparency, and helping teams use AI practices responsibly.

Choose PSPO-AI if your work centers on product discovery, customer understanding, experimentation, and product decisions that may be supported by AI tools.

For either exam, study the shared AI Theory and Primer and AI Security and Ethics domains first. Then focus on the role-specific objective area. Scrum Master candidates should spend extra time on AI for Scrum Masters and effective prompting. Product Owner candidates should focus on AI Product Ownership and the responsible evaluation of AI tools in product work.

PSM-AI and PSPO-AI offer two role-specific paths for professionals who want to apply AI thoughtfully within Scrum. One focuses on team effectiveness. The other focuses on product ownership. Both place responsible AI use at the center of professional practice.