Product design question
Design a product to help children who lost access to education in developing countries due to covid.
- Microsoft
- Product design
- Hard
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What this question tests
Product design for a resource-constrained population, balancing device, connectivity, and content access problems.
How to approach it
- Clarify the constraint being solved, device access, internet connectivity, or lack of quality offline content.
- Segment the population, students with no device, students with a device but no data, and students with intermittent connectivity.
- Prioritize the biggest lever, likely connectivity, since device donation programs already exist in many regions.
- Propose a solution, e.g. offline-first lesson packs that sync over school Wifi or community hotspots, paired with a low-bandwidth mode.
- Consider distribution, partnering with local schools, NGOs, and telecom providers for zero-rated data access.
- Define success metrics, percent of target students completing weekly lessons and reduction in learning loss versus a control group.
What a strong answer includes
- Breaks the population into distinct constraints, device, data, and content, rather than proposing one catch-all fix.
- Proposes offline-first design as the key technical lever, since intermittent connectivity is the most common real-world constraint.
- Names concrete distribution partners, NGOs, telecoms, and local schools, since a tech company alone cannot solve last-mile access.
- Picks a measurable outcome, lesson completion rate, that ties back to actual learning, not just app downloads.
Common mistakes
- Assuming all students have reliable internet and only need better software.
- Proposing a solution with no distribution plan for reaching the target population.
- Measuring only downloads or sign-ups instead of actual learning engagement.
Likely follow-up questions
- How would you reach students with no device at all.
- How would you measure actual learning outcomes, not just engagement.
- How would you partner with local governments or NGOs to scale this.
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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