Product design question
How would you design a last-mile delivery solution using autonomous vehicle technology?
- Aurora
- Product design
- Hard
Practice this question out loud. An AI interviewer asks it, follows up like a real interviewer would, and scores your answer. Type or speak.
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What this question tests
Tests product design for a technically constrained, safety-critical logistics problem, matching AV capability to a realistic use case.
How to approach it
- Clarify scope: sidewalk robots versus full-size autonomous vans, and confirm delivery type with the interviewer.
- Identify the core constraint: current AV tech is strongest in controlled, low-speed, mapped environments.
- Pick a realistic beachhead: a suburban, low-traffic delivery zone with wide streets, not dense urban cores first.
- Design the handoff: since AVs can't walk to a doorstep, use a secure on-vehicle locker with PIN-based access.
- Prioritize safety and reliability metrics over speed in the pilot phase, given regulatory scrutiny on AVs.
- Define success as autonomous delivery completion rate without human intervention, and pickup satisfaction.
What a strong answer includes
- Picks a realistic operating environment instead of assuming AVs can handle any last-mile scenario today.
- Solves the actual hard part, the final handoff, with a concrete mechanism, a secure PIN-based locker.
- Prioritizes safety and reliability metrics appropriate to an early AV pilot over pure speed.
Common mistakes
- Assuming AVs can deliver to a doorstep like a human courier, without addressing the handoff.
- Picking a dense, complex urban environment for the initial pilot.
Likely follow-up questions
- How would you handle a failed handoff, like a customer not home?
- What would you do if a vehicle got stuck or needed human intervention?
- How would you expand from suburban to urban environments?
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More questions from Aurora
Learn the skill behind it
Chapters of the AI PM course that teach what this question tests.
- Chapter 4: Discovery and strategy for AI products
- Chapter 7: AI UX and human oversight: design for a system that is wrong sometimes
- Chapter 14: Get the job: the AI PM interview loop