Technical practice
How would you shape an organization-wide AI literacy and adoption program?
What to coverSuggested preparation: Explain how you would connect business goals to strategy, governance, curriculum, delivery, assessment and adoption measurement—the stages named in the role. Discuss how you would prioritize use cases and adapt the program as evidence of adoption emerges.
How would you explain Generative AI’s capabilities and limitations to business users?
What to coverSuggested preparation: Use a practical business application to explain where Generative AI can help and where human review remains important. Address trade-offs such as output reliability and the sensitivity of information entered into a tool.
How would you run a hands-on Microsoft Copilot workshop?
What to coverSuggested preparation: Describe a task-focused demonstration, participant practice and a way to check whether users can apply what they learned. Explain how you would keep the session grounded in useful work rather than a tour of features.
What would you discuss with IT before expanding Microsoft 365 Copilot adoption?
What to coverSuggested preparation: Cover the intended users and workflows alongside organizational security, privacy and governance considerations. Explain how you would identify readiness issues with IT without assuming a particular client configuration.
How would you build Responsible AI into an adoption program?
What to coverSuggested preparation: Describe how governance, security, privacy and enterprise AI risks would affect guidance for users and the choice of use cases. Distinguish between teaching a principle and checking that it is applied in day-to-day work.
How would you design a curriculum for audiences with different AI needs?
What to coverSuggested preparation: Explain how you would sequence foundational literacy, practical application and role-relevant exercises for senior stakeholders and business users. Discuss when original content is more useful than generic material, as the role calls for creating content from scratch.
How would you assess whether an AI literacy program has built capability?
What to coverSuggested preparation: Propose assessments that test understanding and practical application, not just attendance or completion. Explain how assessment results would guide changes to the curriculum and workshops.
How would you help a team embed AI into an existing workflow?
What to coverSuggested preparation: Walk through identifying a suitable task, testing the proposed use and defining where human judgment remains necessary. Address the trade-off between an attractive demonstration and a practice people can sustain.
How would you measure adoption and business impact?
What to coverSuggested preparation: Distinguish learning completion from use, workflow integration and outcomes—the progression emphasized in the posting. Explain how you would choose measures with a client, establish a baseline where possible and avoid attributing every change to AI.
How would you decide which enterprise AI capability to demonstrate for a use case?
What to coverSuggested preparation: Compare the fit of Microsoft Copilot or Microsoft 365 Copilot with other enterprise AI options using the task, user needs and governance constraints. The posting describes Azure AI and the wider Microsoft AI ecosystem as ideal experience; treat discussion of them as an optional way to show informed trade-offs.
Behavioural practice
Tell me about a time you aligned senior business and technology stakeholders on an AI or transformation goal.
What to coverSuggested preparation: Give the situation, explain the differing priorities and your actions to reach a workable direction, then state the result. Focus on how you connected strategic aims to practical delivery.
Describe a time you adapted a technical workshop for a business audience.
What to coverSuggested preparation: Set out the audience’s starting point, what you changed in your explanation or demonstration, and the result. Use a real example that shows how you checked understanding rather than relying on attendance alone.
Tell me about a program you owned from planning through evaluation.
What to coverSuggested preparation: Describe the scope, your decisions across delivery stages and the result you could observe or measure. Be precise about your own contribution and any limits on what the evidence showed.
Describe a time users were hesitant to adopt a new technology.
What to coverSuggested preparation: Explain the source of hesitation, how you responded and what happened afterward. Show how you balanced encouragement with legitimate concerns instead of treating adoption as an end in itself.
Tell me about a time you created learning content from scratch and improved it.
What to coverSuggested preparation: Explain the need, how you developed the material and what feedback or assessment led you to revise it. State the result using evidence available from that real situation.