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Big Cities Health Coalition AI Use Case Catalog
Where it runs

On-premises

3 use casesRefine these 3 in use cases →

Use cases tagged On-premises

  • 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
  • Draft situational brief showing four summary tiles, a bar chart of naloxone runs by neighbourhood, and the drafted narrative.
    Featured Source code

    Stage: PilotOrganization: Harbor City Health Department

    Overdose spike situational brief generator

    Result in one line: Cut brief turnaround from three days to under one hour

    Assembles naloxone runs, emergency department visits and medical examiner reports into a one-page situational brief within an hour of a spike alert.

    • Epidemiology & surveillance
    • Clinical & community services
    Skills needed to set it up: Analyst or data scientist Readiness: Needs customization Readiness: Needs a data agreement5 more

    Last confirmed Jul 2025