Product design question
Our goal is to make self-service data available to "everyone" in our company. Assume you're the product manager driving this decision.
- Product design
- Hard
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What this question tests
Tests product sense for an internal platform: making data genuinely self service for non technical users across a large organization.
How to approach it
- Define everyone precisely: likely spans engineers, analysts, and non technical roles like marketing or sales operations.
- Identify the current gap: most self service data tools still require SQL or a data team's help to answer basic questions.
- Propose a layered solution: a natural language or template based query interface for non technical users, with governed data access underneath.
- Address the governance constraint: self service cannot mean ungoverned, so data access and quality controls stay in place.
- Define success: percentage of data requests resolved without filing a ticket to the data team.
- Confirm with the interviewer whether everyone means all employees or specific business functions first.
What a strong answer includes
- Names the real blocker for non technical users, needing SQL or a data analyst to answer a simple question, and proposes a guided query builder or natural language layer.
- Keeps governance intact by scoping self service to pre certified, well documented datasets rather than raw uncurated tables.
- Proposes rolling out to one function first, for example marketing, to validate before expanding company wide.
- Sets a measurable goal, for example a stated percentage reduction in ad hoc data requests to the central data team.
Common mistakes
- Treating self service as just giving broader raw database access, which creates governance and data quality risk.
- Trying to roll out to the entire company at once instead of validating with one function first.
Likely follow-up questions
- How would you handle a non technical user asking a question the tool cannot answer well?
- What governance controls would you put in place before widening access?
More product design questions
- Design a TV for a car.Google · Product design · Hard
- Design a refrigerator for the blind.Google · Product design · Hard
- How do you design a camera for the elderly?Google · Product design · Medium
- Redesign Twitter for eCommerce.Shopify · Product design · Hard
- How would you go about designing a new location sharing app for Google?Google · Product design · Medium
- How would you improve Google Home?Google · Product design · Easy
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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