Lesson 1693 of 2244
AI Civic Tech PM: Shipping Public-Sector AI Without Harm
Civic-tech PMs build AI for benefits eligibility, 311, and constituent services with community input baked in from day one.
Adults & Professionals · Careers & Pathways · ~17 min read
The premise
Civic-tech PMs build AI for SNAP, Medicaid, 311, and unemployment systems. The user is often disempowered, the harm of error is severe, and the political risk is permanent.
What AI does well here
- Translate complex eligibility rules into conversational interfaces
- Reduce 311 call volume with high-quality intent classification
- Surface benefits the constituent qualifies for but didn't apply for
What AI cannot do
- Make a denial feel humane no matter how well-designed the UX
- Replace caseworkers for complex life situations
- Survive a public records request without a paper trail
Key terms in this lesson
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