Product design question
You are launching a voice and chat agent for a state social-services program. What product requirements would you define before launch to make it trustworthy, accessible, secure, and reliable for high-stakes constituent interactions, and which requirements are launch-blocking versus iterative improvements?
- Sierra
- Product design
- Hard
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What this question tests
Tests the ability to define launch blocking requirements for a high stakes public sector AI agent versus what can be improved iteratively.
How to approach it
- Define trustworthiness requirements as launch blocking: accurate information, clear disclosure the user is talking to an AI, and a reliable human escalation path.
- Define accessibility requirements as launch blocking, given the constituent population likely includes users with disabilities, limited literacy, or limited English proficiency.
- Define security requirements as launch blocking, including data privacy for sensitive personal information like benefits or identity data.
- Define reliability requirements as launch blocking, such as graceful failure handling and no false confirmations of a government action like a benefits change.
- Treat response tone polish, expanded intent coverage, and personalization improvements as iterative, not launch blocking.
- Set a formal go live gate combining these requirements with sign off from accessibility, security, and program stakeholders, not just product.
What a strong answer includes
- Separates true launch blockers, accuracy, accessibility, security, human escalation, from iterative polish, showing sound judgment about what actually protects constituents.
- Flags disclosure that the user is speaking with an AI as a specific launch blocking requirement, which is often overlooked but critical in public sector trust.
- Requires sign off from accessibility and security stakeholders formally, not just informally, before go live.
Common mistakes
- Treating accessibility as a nice to have improvement instead of a launch blocking requirement for a public program serving a broad population.
- Launching with broad intent coverage before the reliability and escalation basics are solid, given how high the stakes are for constituents.
Likely follow-up questions
- How would you test accessibility before launch, beyond automated compliance checks?
- What would you do if a security requirement conflicts with the state's desired launch timeline?
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More questions from Sierra
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