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Big Cities Health Coalition AI Use Case Catalog
Data it touches

Internal, non-public data

Non-public operational data without personal identifiers.

7 use casesRefine these 7 in use cases →

Use cases tagged Internal, non-public data

  • Backlog dashboard with open and past-due totals and bar charts of past-due inspections by district and by inspection type.
    Internal tool

    Stage: In productionOrganization: Baytown Metro Health District

    Inspection backlog dashboard built with an AI coding assistant

    Result in one line: Built in three weeks against a four-month estimate; replaced four hand-merged spreadsheets

    A nightly operations dashboard for environmental health backlogs, built in three weeks by one developer working with an AI coding assistant.

    • IT & operations
    • Environmental health
    • 1 more area of work
    Skills needed to set it up: Developer Readiness: Needs customization Data it touches: Internal, non-public data Who sees the output: Internal staff
  • Triage queue listing seven ranked syndromic signals with area, what changed, signal strength and status.
    Featured Source code

    Stage: PilotOrganization: Lakeshore City Department of Public Health

    Syndromic surveillance signal triage assistant

    Result in one line: Cut daily alert review from 90 to 30 minutes for two analysts

    Reads the daily syndromic alert export, drafts a plain-language note for each signal, and ranks the ones an epidemiologist should open first.

    • Epidemiology & surveillance
    • Data & informatics
    Skills needed to set it up: Analyst or data scientist Readiness: Needs customization Readiness: Human review built in3 more
  • Clause summary table listing indemnification, data ownership and other clauses with plain-language summaries and comparison flags.
    Vendor product

    Stage: PilotOrganization: Summit Ridge County Health Department

    Contract clause summaries for procurement review

    Result in one line: Cut first-pass contract review from five business days to one

    Vendor tool that extracts clauses from scanned agreements, summarizes them in plain language, and flags gaps against our standard terms.

    • Finance, procurement & contracts
    • Legal & compliance
    Skills needed to set it up: Contractor or vendor Readiness: Needs a paid license Readiness: Needs a data agreement3 more
  • Inspector queue showing translated complaints with the original language, assigned category, urgency tier and routing status.
    Featured Cloud deployment

    Stage: In productionOrganization: Riverbend County Public Health

    Multilingual environmental complaint intake

    Result in one line: Median time from complaint to routed work order fell from two days to four minutes

    Translates and classifies resident complaints about rodents, mold, noise and air quality from the 311 feed and web forms into inspector work orders.

    • Environmental health
    • Communications & outreach
    • 1 more area of work
    Skills needed to set it up: Contractor or vendor Readiness: Needs customization Readiness: Needs a contractor4 more
  • Transcript excerpt beside a drafted action item table listing each action, the owning organization, a due date and status.
    Playbook or write-up

    Stage: In productionOrganization: Northgate City Health Department

    Meeting notes to action items for a partner coalition

    Result in one line: Action lists reach partners in one day instead of two weeks

    A short playbook for turning regional coalition meeting recordings into a reviewed action list that partner organizations receive the next day.

    • Staff & partner coordination
    • Emergency preparedness
    • 1 more area of work
    Skills needed to set it up: Power user Readiness: Reference only Readiness: Human review built in2 more

  • Vendor productStage: In productionOrganization: Metro North Health District

    Grant narrative copilot

    Result in one line: Halved first-draft time on routine narrative sections, from about eight hours to four

    A vendor-hosted assistant grounded in our own program library, used by staff to draft first-pass narratives for federal funding applications.

    • Leadership & administration
    • Policy & planning
    • Finance, procurement & contracts
    Skills needed to set it up: Power user Readiness: Needs a paid license Readiness: Needs customization3 more
  • Onboarding checklist for a new inspector, grouped by before day one, day one, week one and week two, with progress tiles.
    Internal tool

    Stage: In productionOrganization: Two Rivers Regional Health District

    New hire onboarding checklist assistant

    Result in one line: Cut first-week help desk tickets from 11 to 3 per new hire

    Builds a personalized checklist for each new hire, opens the access requests it can, and answers policy questions from the staff handbook.

    • HR & workforce
    • IT & operations
    Skills needed to set it up: Power user Readiness: Guided setup Readiness: Needs customization4 more