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  <title>Public Health AI &amp; Tech Exchange</title>
  <subtitle>A shared catalog of digital tools, data projects and AI work from Big Cities Health Coalition member health departments, so each city can reuse what another has already built.</subtitle>
  <id>https://Big-Cities-Health-Coalition.github.io/use-case-catalog/catalog/</id>
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  <link rel="alternate" type="text/html" href="https://Big-Cities-Health-Coalition.github.io/use-case-catalog/catalog/"/>
  <updated>2026-10-15T00:00:00-05:00</updated>
  <entry>
    <title>Voice intake assistant for service navigation</title>
    <id>https://Big-Cities-Health-Coalition.github.io/use-case-catalog/catalog/voice-intake-assistant-for-service-navigation/</id>
    <link rel="alternate" type="text/html" href="https://Big-Cities-Health-Coalition.github.io/use-case-catalog/catalog/voice-intake-assistant-for-service-navigation/"/>
    <published>2026-10-15T00:00:00-05:00</published>
    <updated>2026-10-15T00:00:00-05:00</updated>
    <summary>Residents can talk instead of type: a realtime voice assistant asks the intake questions, matches services from the catalog, and builds the same service plan as the text chat.</summary>
    <category term="austin-public-health" label="Austin Public Health"/>
    <category term="generative-ai-tool" label="Generative AI tool"/>
    <category term="application-or-software" label="Application or software"/>
    <category term="open-source-code" label="Open-source code"/>
    <category term="administrative-task-automation" label="Administrative &amp; task automation"/>
    <category term="access-to-and-linkage-with-care" label="Access to and linkage with care"/>
    <category term="communications-and-community-engagement" label="Communications and community engagement"/>
    <category term="pilot" label="Pilot"/>
    <category term="under-review" label="Under review"/>
    <category term="both" label="Both"/>
    <category term="speech-transcription" label="Speech &amp; transcription"/>
    <category term="chat-assistant" label="Chat assistant"/>
    <category term="agents-automation" label="Agents &amp; automation"/>
    <category term="openai-realtime-api-gpt-realtime-2-over-webrtc" label="OpenAI Realtime API (gpt-realtime-2) over WebRTC"/>
    <category term="openai-transcription-gpt-4o-mini-transcribe" label="OpenAI transcription (gpt-4o-mini-transcribe)"/>
    <category term="python-fastapi" label="Python / FastAPI"/>
    <category term="react-typescript" label="React / TypeScript"/>
    <category term="claude-code-ai-pair-programmer" label="Claude Code (AI pair programmer)"/>
    <category term="openai-codex-ai-pair-programmer" label="OpenAI Codex (AI pair programmer)"/>
    <category term="desktop-or-local" label="Desktop or local"/>
    <category term="developer" label="Developer"/>
    <category term="needs-customization" label="Needs customization"/>
    <category term="apache-2-0" label="Apache 2.0"/>
    <category term="partially-with-rework" label="Partially — with rework"/>
    <category term="no-new-spend" label="No new spend"/>
    <category term="under-10k-yr" label="Under $10k/yr"/>
    <category term="no-procurement-needed" label="No procurement needed"/>
    <category term="not-yet-reviewed" label="Not yet reviewed"/>
    <category term="personal-information-pii" label="Personal information (PII)"/>
    <category term="public-facing" label="Public-facing"/>
  </entry>
  <entry>
    <title>Machine learning record linkage</title>
    <id>https://Big-Cities-Health-Coalition.github.io/use-case-catalog/catalog/machine-learning-record-linkage/</id>
    <link rel="alternate" type="text/html" href="https://Big-Cities-Health-Coalition.github.io/use-case-catalog/catalog/machine-learning-record-linkage/"/>
    <published>2026-10-05T00:00:00-05:00</published>
    <updated>2026-10-15T00:00:00-05:00</updated>
    <summary>Efficient and accurate way to link identities across datasets</summary>
    <category term="public-health-seattle-king-county" label="Public Health – Seattle &amp; King County"/>
    <category term="ai-ml-model" label="AI/ML model"/>
    <category term="open-source-code" label="Open-source code"/>
    <category term="administrative-task-automation" label="Administrative &amp; task automation"/>
    <category term="data-modernization-and-informatics" label="Data modernization and informatics"/>
    <category term="in-production" label="In production"/>
    <category term="reviewed-approved" label="Reviewed &amp; approved"/>
    <category term="ai-is-part-of-the-solution" label="AI is part of the solution"/>
    <category term="r" label="R"/>
    <category term="desktop-or-local" label="Desktop or local"/>
    <category term="analyst-or-data-scientist" label="Analyst or data scientist"/>
    <category term="needs-customization" label="Needs customization"/>
    <category term="gpl-agpl" label="GPL / AGPL"/>
    <category term="yes-platform-agnostic" label="Yes — platform-agnostic"/>
    <category term="no-new-spend" label="No new spend"/>
    <category term="no-ongoing-cost" label="No ongoing cost"/>
    <category term="grant-funded" label="Grant funded"/>
    <category term="none-required" label="None required"/>
    <category term="personal-information-pii" label="Personal information (PII)"/>
    <category term="internal-staff" label="Internal staff"/>
  </entry>
  <entry>
    <title>Austin Service Guide — AI-assisted service navigation</title>
    <id>https://Big-Cities-Health-Coalition.github.io/use-case-catalog/catalog/austin-service-guide-ai-assisted-service-navigation/</id>
    <link rel="alternate" type="text/html" href="https://Big-Cities-Health-Coalition.github.io/use-case-catalog/catalog/austin-service-guide-ai-assisted-service-navigation/"/>
    <published>2026-10-15T00:00:00-05:00</published>
    <updated>2026-10-15T00:00:00-05:00</updated>
    <summary>Residents describe their situation in a short chat and get a ranked plan of local services they may qualify for, with hours, documents to bring, and a map.</summary>
    <category term="austin-public-health" label="Austin Public Health"/>
    <category term="application-or-software" label="Application or software"/>
    <category term="generative-ai-tool" label="Generative AI tool"/>
    <category term="open-source-code" label="Open-source code"/>
    <category term="administrative-task-automation" label="Administrative &amp; task automation"/>
    <category term="access-to-and-linkage-with-care" label="Access to and linkage with care"/>
    <category term="communications-and-community-engagement" label="Communications and community engagement"/>
    <category term="pilot" label="Pilot"/>
    <category term="under-review" label="Under review"/>
    <category term="both" label="Both"/>
    <category term="chat-assistant" label="Chat assistant"/>
    <category term="agents-automation" label="Agents &amp; automation"/>
    <category term="translation" label="Translation"/>
    <category term="rules-based-no-ml" label="Rules-based (no ML)"/>
    <category term="openai-responses-api-tool-calling" label="OpenAI Responses API (tool calling)"/>
    <category term="python-fastapi" label="Python / FastAPI"/>
    <category term="react-typescript-material-ui" label="React / TypeScript / Material UI"/>
    <category term="leaflet-openstreetmap" label="Leaflet / OpenStreetMap"/>
    <category term="claude-code-ai-pair-programmer" label="Claude Code (AI pair programmer)"/>
    <category term="desktop-or-local" label="Desktop or local"/>
    <category term="developer" label="Developer"/>
    <category term="needs-customization" label="Needs customization"/>
    <category term="apache-2-0" label="Apache 2.0"/>
    <category term="partially-with-rework" label="Partially — with rework"/>
    <category term="no-new-spend" label="No new spend"/>
    <category term="under-10k-yr" label="Under $10k/yr"/>
    <category term="no-procurement-needed" label="No procurement needed"/>
    <category term="not-yet-reviewed" label="Not yet reviewed"/>
    <category term="public-data-only" label="Public data only"/>
    <category term="personal-information-pii" label="Personal information (PII)"/>
    <category term="public-facing" label="Public-facing"/>
  </entry>
  <entry>
    <title>Austin Health Pulse — life expectancy explorer by ZIP code</title>
    <id>https://Big-Cities-Health-Coalition.github.io/use-case-catalog/catalog/austin-health-pulse-life-expectancy-explorer-by-zip-code/</id>
    <link rel="alternate" type="text/html" href="https://Big-Cities-Health-Coalition.github.io/use-case-catalog/catalog/austin-health-pulse-life-expectancy-explorer-by-zip-code/"/>
    <published>2026-10-15T00:00:00-05:00</published>
    <updated>2026-10-15T00:00:00-05:00</updated>
    <summary>An interactive map and calculator showing how life expectancy and health indicators differ across Travis County's 63 ZIP codes, with an 11.6-year gap between the longest- and shortest-lived.</summary>
    <category term="austin-public-health" label="Austin Public Health"/>
    <category term="dashboard-or-visualization" label="Dashboard or visualization"/>
    <category term="data-pipeline-or-integration" label="Data pipeline or integration"/>
    <category term="open-source-code" label="Open-source code"/>
    <category term="coding-brainstorming" label="Coding &amp; brainstorming"/>
    <category term="chronic-disease-and-injury-prevention" label="Chronic disease and injury prevention"/>
    <category term="epidemiology-and-surveillance" label="Epidemiology and surveillance"/>
    <category term="communications-and-community-engagement" label="Communications and community engagement"/>
    <category term="pilot" label="Pilot"/>
    <category term="under-review" label="Under review"/>
    <category term="ai-helped-build-it" label="AI helped build it"/>
    <category term="claude-ai-pair-programmer" label="Claude (AI pair programmer)"/>
    <category term="react-typescript-vite" label="React / TypeScript / Vite"/>
    <category term="tailwind-css" label="Tailwind CSS"/>
    <category term="leaflet-openstreetmap" label="Leaflet / OpenStreetMap"/>
    <category term="recharts" label="Recharts"/>
    <category term="python-pandas-geopandas" label="Python / pandas / geopandas"/>
    <category term="desktop-or-local" label="Desktop or local"/>
    <category term="developer" label="Developer"/>
    <category term="needs-customization" label="Needs customization"/>
    <category term="apache-2-0" label="Apache 2.0"/>
    <category term="yes-platform-agnostic" label="Yes — platform-agnostic"/>
    <category term="no-new-spend" label="No new spend"/>
    <category term="no-ongoing-cost" label="No ongoing cost"/>
    <category term="no-procurement-needed" label="No procurement needed"/>
    <category term="not-yet-reviewed" label="Not yet reviewed"/>
    <category term="public-data-only" label="Public data only"/>
    <category term="public-facing" label="Public-facing"/>
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