Technical practice
How would you identify an operational challenge worth addressing with AI?
What to coverSuggested answer focus: Explain how you would map the current workflow with business stakeholders, identify the underlying problem and establish a baseline. Discuss when a simpler process change or conventional automation would be more appropriate than AI.
How would you turn a business need into a measurable AI solution?
What to coverSuggested answer focus: Describe how you would define users, scope, expected outcomes and success measures before building. Distinguish whether the solution works technically from whether it improves the way the team works.
How would you design an AI agent, skill or automation for a business workflow?
What to coverSuggested answer focus: Walk through the task boundaries, inputs, outputs and points where a person should review the result. Explain how you would choose between an agent, a narrower AI capability and straightforward automation.
What trade-offs would guide your choice of a low-code or no-code approach?
What to coverSuggested answer focus: Compare speed of delivery with the control, maintainability and integration needs of the solution. Explain how you would check that the approach remains suitable as usage or requirements change.
How would you take an AI solution from concept to deployment?
What to coverSuggested answer focus: Outline a practical sequence for discovery, configuration, testing, release and ownership after launch. Address how you would coordinate decisions with business and technology teams rather than treating deployment as the end of delivery.
How would you test an AI-powered solution before wider use?
What to coverSuggested answer focus: Describe tests based on representative user tasks, expected outputs, failure cases and stakeholder feedback. Explain how you would judge both solution quality and whether the workflow is usable.
How would you troubleshoot an AI automation that produces inconsistent results?
What to coverSuggested answer focus: Explain how you would reproduce the issue and isolate whether it comes from inputs, configuration, workflow steps or expectations about the output. Describe how you would verify a fix and decide when human review is needed.
How would you account for governance and risk when designing an AI solution?
What to coverSuggested answer focus: Discuss how you would identify relevant data, access and output risks, then involve the appropriate stakeholders before deployment. The posting calls for responsible AI in a regulated environment but does not name a specific control framework.
How would you evaluate value after an AI solution is adopted?
What to coverSuggested answer focus: Compare outcomes with the original operational baseline and gather evidence about usage and user experience. Explain how those findings would guide changes to the solution or a decision not to expand it.
Behavioural practice
Tell me about a time you influenced stakeholders with different priorities.
What to coverSuggested answer focus: Use a real situation to explain the competing priorities, the action you took to build alignment and the result. Make your own contribution clear without implying that agreement came easily.
Tell me about a time you helped people adopt a new way of working.
What to coverSuggested answer focus: Describe the situation, how you learned what users needed, the actions you took to support change and the result. Include how you responded to feedback or resistance.
Tell me about a time testing or feedback changed your solution.
What to coverSuggested answer focus: Give a real example of what the test or feedback revealed, what you changed and the outcome. Explain the trade-off you made rather than presenting the first design as inevitable.
Tell me about a time you mentored a colleague through an unfamiliar challenge.
What to coverSuggested answer focus: Set out the colleague’s challenge, what you did to support their judgment or capability and what resulted. Focus on the colleague’s growth as well as the immediate delivery outcome.
Tell me about a time you balanced delivery pace with risk concerns.
What to coverSuggested answer focus: Use a real situation to describe the time pressure, the risk you identified, the action you took and the result. Explain how you involved others or adjusted the scope without overlooking the concern.