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Government & public services.
Retrieve permitted policy records with cited sources. Authorized staff verify answers and retain public-service determinations.
Typically owned by: Policy knowledge steward
Delivered forCity of Phoenix, Maricopa County, Arizona Dept. of Economic Security
Where this gets stuck today
- Mainframe-era systems. Decades-old platforms that procurement cycles make nearly impossible to rip and replace outright.
- Public accountability standard. Every automated decision needs a trail that survives a records request or an audit — not a black box.
- Constituent service backlogs. Benefits processing and permitting bottlenecked by manual case review with no capacity to scale.
Where a governed agent helps
- Analyst reviews a benefits/permitting case against policy rules and precedent, proposes a determination with evidence attached.
- A caseworker approves, revises, or overrides — every action logged to a record a records request can actually answer.