{
  "edition": "public",
  "sourceReviewDate": "2026-10-20",
  "records": [
    {
      "id": "good-combinator",
      "name": "Good Combinator",
      "family": "Platform and coordination",
      "collection": "Public projects",
      "role": "Organizes learning, tools, talent and scoped project conversations.",
      "handoff": "Illustrative handoff: Route a public inquiry to an appropriate program or human review.",
      "capabilities": [
        "Communications",
        "Workflow",
        "Evidence"
      ],
      "connectionBasis": "proposed",
      "status": "Illustrative reuse · live integration unverified",
      "basis": "Editorial illustration based on the cited public role; capability reuse is proposed, not a verified dependency or live integration.",
      "source": "https://goodcombinator.ai/about",
      "sourceLabel": "Public About page",
      "note": "The diagram describes a public operating model. It does not establish a common live runtime or automatic sharing between websites."
    },
    {
      "id": "grow",
      "name": "GROW by Good Combinator",
      "family": "Learning and talent",
      "collection": "Public projects",
      "role": "Free practical AI skills modules.",
      "handoff": "Illustrative handoff: Carry learning goals and practice artifacts into an FDE or project discussion.",
      "capabilities": [
        "Evidence",
        "Workflow",
        "AI"
      ],
      "connectionBasis": "proposed",
      "status": "Illustrative reuse · live integration unverified",
      "basis": "Editorial illustration based on the cited public role; capability reuse is proposed, not a verified dependency or live integration.",
      "source": "https://goodcombinator.ai/about",
      "sourceLabel": "Public About page",
      "note": "Learning resources and program participation do not guarantee certification or employment."
    },
    {
      "id": "fde",
      "name": "Forward Deployed Engineer (FDE)",
      "family": "Learning and talent",
      "collection": "Public projects",
      "role": "Applied-AI certification with tracks and evidence requirements.",
      "handoff": "Illustrative handoff: Bring reviewable project evidence to a sponsor or delivery-readiness conversation.",
      "capabilities": [
        "Evidence",
        "Workflow",
        "Analytics"
      ],
      "connectionBasis": "proposed",
      "status": "Illustrative reuse · live integration unverified",
      "basis": "Editorial illustration based on the cited public role; capability reuse is proposed, not a verified dependency or live integration.",
      "source": "https://goodcombinator.ai/grow/forward-deployed-engineer-certification",
      "sourceLabel": "Public FDE pathway",
      "note": "Free introductory lessons and a paid certification offer are described publicly; completed work and review determine progress."
    },
    {
      "id": "match",
      "name": "FDE Sponsor Matchmaker",
      "family": "Learning and talent",
      "collection": "Public projects",
      "role": "Sample-data demonstration of learner and sponsor matching.",
      "handoff": "Illustrative handoff: Explore how a bounded challenge and learner evidence might be brought together.",
      "capabilities": [
        "Communications",
        "Workflow",
        "Evidence"
      ],
      "connectionBasis": "proposed",
      "status": "Public demonstration · live integration unverified",
      "basis": "Editorial illustration based on the cited public role; capability reuse is proposed, not a verified dependency or live integration.",
      "source": "https://goodcombinator.ai/about",
      "sourceLabel": "Public About page",
      "note": "Public demonstration using sample data. Do not enter personal or confidential information; no actual placement is established."
    },
    {
      "id": "foundry",
      "name": "Agent Foundry by Good Combinator",
      "family": "Building and delivery",
      "collection": "Public projects",
      "role": "Nine-layer Agent OS blueprint workbench with Markdown export.",
      "handoff": "Illustrative handoff: Take a reviewed blueprint into a separately scoped prototype or pilot.",
      "capabilities": [
        "Workflow",
        "Evidence",
        "AI"
      ],
      "connectionBasis": "proposed",
      "status": "Illustrative reuse · live integration unverified",
      "basis": "Editorial illustration based on the cited public role; capability reuse is proposed, not a verified dependency or live integration.",
      "source": "https://goodcombinator.ai/about",
      "sourceLabel": "Public About page",
      "note": "The public description says workspaces are browser-stored and AI actions send content to a provider. This tool is not evidence of an automatic deployment service."
    },
    {
      "id": "district-demo",
      "name": "District operations demonstration",
      "family": "Civic and environment",
      "collection": "Public projects",
      "role": "Public illustration of a district-operations workflow.",
      "handoff": "Illustrative handoff: Discuss acceptance evidence and responsibilities before any operational pilot.",
      "capabilities": [
        "Workflow",
        "Evidence",
        "Analytics"
      ],
      "connectionBasis": "proposed",
      "status": "Public demonstration · live integration unverified",
      "basis": "Editorial illustration based on the cited public role; capability reuse is proposed, not a verified dependency or live integration.",
      "source": "https://goodcombinator.ai/ecosystem",
      "sourceLabel": "Public interactive ecosystem",
      "note": "Fictional, illustrative interface. The public page does not establish agency adoption, completed deployment or measured savings."
    },
    {
      "id": "point-preserve",
      "name": "Point Preserve",
      "family": "Place and community",
      "collection": "Public projects",
      "role": "Physical campus context for focused builder and partner work.",
      "handoff": "Illustrative handoff: Connect an agreed workshop or residency plan to the people organizing it.",
      "capabilities": [
        "Communications",
        "Workflow"
      ],
      "connectionBasis": "proposed",
      "status": "Illustrative reuse · live integration unverified",
      "basis": "Editorial illustration based on the cited public role; capability reuse is proposed, not a verified dependency or live integration.",
      "source": "https://goodcombinator.ai/",
      "sourceLabel": "Public homepage",
      "note": "Campus context is publicly listed. Booking, payment, property access and operational integrations are outside this public map."
    },
    {
      "id": "robovotech",
      "name": "RoboVoTech",
      "family": "Learning and talent",
      "collection": "Public projects",
      "role": "AI, robotics and workforce learning through browser simulations.",
      "handoff": "Illustrative handoff: Use synthetic practice outputs to start a scoped learning discussion.",
      "capabilities": [
        "AI",
        "Evidence",
        "Workflow"
      ],
      "connectionBasis": "proposed",
      "status": "Illustrative reuse · live integration unverified",
      "basis": "Editorial illustration based on the cited public role; capability reuse is proposed, not a verified dependency or live integration.",
      "source": "https://goodcombinator.ai/about",
      "sourceLabel": "Public About page",
      "note": "Public program description covers browser simulations and synthetic learning activities; it does not establish physical robotics deployment."
    },
    {
      "id": "goodsam",
      "name": "GoodSam.ai — Good Samaritan Institute",
      "family": "Civic and environment",
      "collection": "Public projects",
      "role": "AI for community services, stewardship and education.",
      "handoff": "Illustrative handoff: Bring a public-interest need and supporting evidence into a bounded project review.",
      "capabilities": [
        "AI",
        "Evidence",
        "Workflow"
      ],
      "connectionBasis": "proposed",
      "status": "Illustrative reuse · live integration unverified",
      "basis": "Editorial illustration based on the cited public role; capability reuse is proposed, not a verified dependency or live integration.",
      "source": "https://goodsam.ai/",
      "sourceLabel": "Good Samaritan Institute public site",
      "note": "Uses the institute’s current public role, rather than the older chatbot-only description in the Good Combinator portfolio."
    },
    {
      "id": "superai",
      "name": "SuperAI by Good Combinator",
      "family": "Platform and coordination",
      "collection": "Public projects",
      "role": "AI-assisted specialist perspectives and project-brief preparation.",
      "handoff": "Illustrative handoff: Keep a brief private or choose to send it for human review.",
      "capabilities": [
        "AI",
        "Evidence",
        "Communications"
      ],
      "connectionBasis": "proposed",
      "status": "Illustrative reuse · live integration unverified",
      "basis": "Editorial illustration based on the cited public role; capability reuse is proposed, not a verified dependency or live integration.",
      "source": "https://superai.ai/",
      "sourceLabel": "SuperAI public site",
      "note": "Profiles describe perspectives, not people. A brief is a starting point; work requires an agreed scope and human review."
    },
    {
      "id": "townoracle",
      "name": "TownOracle.ai",
      "family": "Civic and environment",
      "collection": "Public projects",
      "role": "Predictive analytics for civic planning.",
      "handoff": "Illustrative handoff: Compare a planning question with reviewable data and evaluation criteria.",
      "capabilities": [
        "AI",
        "Analytics",
        "Evidence"
      ],
      "connectionBasis": "proposed",
      "status": "Illustrative reuse · live integration unverified",
      "basis": "Editorial illustration based on the cited public role; capability reuse is proposed, not a verified dependency or live integration.",
      "source": "https://goodcombinator.ai/portfolio",
      "sourceLabel": "Public portfolio listing",
      "note": "Public portfolio listing only; current product availability and operational connections were not independently verified."
    },
    {
      "id": "bestinai",
      "name": "BestInAI.ai",
      "family": "Research and decisions",
      "collection": "Public projects",
      "role": "AI-product testing and comparison.",
      "handoff": "Illustrative handoff: Carry a product comparison into a human purchasing decision.",
      "capabilities": [
        "Evidence",
        "Analytics"
      ],
      "connectionBasis": "proposed",
      "status": "Illustrative reuse · live integration unverified",
      "basis": "Editorial illustration based on the cited public role; capability reuse is proposed, not a verified dependency or live integration.",
      "source": "https://goodcombinator.ai/portfolio",
      "sourceLabel": "Public portfolio listing",
      "note": "Public portfolio listing only; current product availability and operational connections were not independently verified."
    },
    {
      "id": "investtrust",
      "name": "InvestTrustAI.com",
      "family": "Capital and venture context",
      "collection": "Public projects",
      "role": "AI investment-trust concept.",
      "handoff": "Illustrative handoff: Discuss a capital question with an appropriately qualified human.",
      "capabilities": [
        "Evidence",
        "Analytics"
      ],
      "connectionBasis": "proposed",
      "status": "Illustrative reuse · live integration unverified",
      "basis": "Editorial illustration based on the cited public role; capability reuse is proposed, not a verified dependency or live integration.",
      "source": "https://goodcombinator.ai/portfolio",
      "sourceLabel": "Public portfolio listing",
      "note": "Public portfolio listing only; current product availability and operational connections were not independently verified. Listing here does not verify an available financial offering."
    },
    {
      "id": "investgroup",
      "name": "InvestGroup.ai",
      "family": "Capital and venture context",
      "collection": "Public projects",
      "role": "AI investor collaboration.",
      "handoff": "Illustrative handoff: Connect an investment inquiry with a separately scoped discussion.",
      "capabilities": [
        "Communications",
        "Evidence"
      ],
      "connectionBasis": "proposed",
      "status": "Illustrative reuse · live integration unverified",
      "basis": "Editorial illustration based on the cited public role; capability reuse is proposed, not a verified dependency or live integration.",
      "source": "https://goodcombinator.ai/portfolio",
      "sourceLabel": "Public portfolio listing",
      "note": "Public portfolio listing only; current product availability and operational connections were not independently verified. Listing here does not verify an available financial offering."
    },
    {
      "id": "realworldai",
      "name": "RealWorldAI.ai",
      "family": "Building and delivery",
      "collection": "Public projects",
      "role": "Applied AI across industries.",
      "handoff": "Illustrative handoff: Turn a defined operating problem into a bounded project brief.",
      "capabilities": [
        "AI",
        "Workflow"
      ],
      "connectionBasis": "proposed",
      "status": "Illustrative reuse · live integration unverified",
      "basis": "Editorial illustration based on the cited public role; capability reuse is proposed, not a verified dependency or live integration.",
      "source": "https://goodcombinator.ai/portfolio",
      "sourceLabel": "Public portfolio listing",
      "note": "Public portfolio listing only; current product availability and operational connections were not independently verified."
    },
    {
      "id": "aifunding",
      "name": "AIFundingAI.com",
      "family": "Capital and venture context",
      "collection": "Public projects",
      "role": "AI-project crowdfunding context.",
      "handoff": "Illustrative handoff: Route a funding concept to a human review of suitability.",
      "capabilities": [
        "Communications",
        "Evidence"
      ],
      "connectionBasis": "proposed",
      "status": "Illustrative reuse · live integration unverified",
      "basis": "Editorial illustration based on the cited public role; capability reuse is proposed, not a verified dependency or live integration.",
      "source": "https://goodcombinator.ai/portfolio",
      "sourceLabel": "Public portfolio listing",
      "note": "Public portfolio listing only; current product availability and operational connections were not independently verified. Listing here does not verify an available financial offering."
    },
    {
      "id": "braindrain",
      "name": "BrainDrainAI.org",
      "family": "Place and community",
      "collection": "Public projects",
      "role": "Collaborative employee-owned technology-hub concept.",
      "handoff": "Illustrative handoff: Connect a regional collaboration interest with an agreed conversation.",
      "capabilities": [
        "Communications",
        "Workflow"
      ],
      "connectionBasis": "proposed",
      "status": "Illustrative reuse · live integration unverified",
      "basis": "Editorial illustration based on the cited public role; capability reuse is proposed, not a verified dependency or live integration.",
      "source": "https://goodcombinator.ai/portfolio",
      "sourceLabel": "Public portfolio listing",
      "note": "Public portfolio listing only; current product availability and operational connections were not independently verified."
    },
    {
      "id": "smarttown",
      "name": "SmartTownAI.com",
      "family": "Civic and environment",
      "collection": "Public projects",
      "role": "AI and IoT for municipal services.",
      "handoff": "Illustrative handoff: Connect an operating question to a separately reviewed data and pilot plan.",
      "capabilities": [
        "Data Integration",
        "AI",
        "Analytics"
      ],
      "connectionBasis": "proposed",
      "status": "Illustrative reuse · live integration unverified",
      "basis": "Editorial illustration based on the cited public role; capability reuse is proposed, not a verified dependency or live integration.",
      "source": "https://goodcombinator.ai/portfolio",
      "sourceLabel": "Public portfolio listing",
      "note": "Public portfolio listing only; current product availability and operational connections were not independently verified."
    },
    {
      "id": "solveproblem",
      "name": "SolveProblemAI.com",
      "family": "Building and delivery",
      "collection": "Public projects",
      "role": "AI tools for problem solving.",
      "handoff": "Illustrative handoff: Convert a specific need into an evaluated solution proposal.",
      "capabilities": [
        "AI",
        "Workflow"
      ],
      "connectionBasis": "proposed",
      "status": "Illustrative reuse · live integration unverified",
      "basis": "Editorial illustration based on the cited public role; capability reuse is proposed, not a verified dependency or live integration.",
      "source": "https://goodcombinator.ai/portfolio",
      "sourceLabel": "Public portfolio listing",
      "note": "Public portfolio listing only; current product availability and operational connections were not independently verified."
    },
    {
      "id": "endowment",
      "name": "Endowment.ai",
      "family": "Research and decisions",
      "collection": "Public projects",
      "role": "AI-research grant and endowment context.",
      "handoff": "Illustrative handoff: Bring a research concept and evidence needs to a scoped discussion.",
      "capabilities": [
        "Evidence",
        "Workflow"
      ],
      "connectionBasis": "proposed",
      "status": "Illustrative reuse · live integration unverified",
      "basis": "Editorial illustration based on the cited public role; capability reuse is proposed, not a verified dependency or live integration.",
      "source": "https://goodcombinator.ai/portfolio",
      "sourceLabel": "Public portfolio listing",
      "note": "Public portfolio listing only; current product availability and operational connections were not independently verified."
    },
    {
      "id": "aicoop",
      "name": "AICoopAI.com",
      "family": "Research and decisions",
      "collection": "Public projects",
      "role": "Research collaboration, data and tools.",
      "handoff": "Illustrative handoff: Agree a research question and data permissions before sharing artifacts.",
      "capabilities": [
        "Communications",
        "Data Integration",
        "Evidence"
      ],
      "connectionBasis": "proposed",
      "status": "Illustrative reuse · live integration unverified",
      "basis": "Editorial illustration based on the cited public role; capability reuse is proposed, not a verified dependency or live integration.",
      "source": "https://goodcombinator.ai/portfolio",
      "sourceLabel": "Public portfolio listing",
      "note": "Public portfolio listing only; current product availability and operational connections were not independently verified."
    },
    {
      "id": "dlearn",
      "name": "DLearnAI.com",
      "family": "Learning and talent",
      "collection": "Public projects",
      "role": "Deep-learning courses and resources.",
      "handoff": "Illustrative handoff: Apply a learning artifact to a separately defined project.",
      "capabilities": [
        "AI",
        "Evidence"
      ],
      "connectionBasis": "proposed",
      "status": "Illustrative reuse · live integration unverified",
      "basis": "Editorial illustration based on the cited public role; capability reuse is proposed, not a verified dependency or live integration.",
      "source": "https://goodcombinator.ai/portfolio",
      "sourceLabel": "Public portfolio listing",
      "note": "Public portfolio listing only; current product availability and operational connections were not independently verified."
    },
    {
      "id": "chatgood",
      "name": "ChatGood.ai",
      "family": "Platform and coordination",
      "collection": "Public projects",
      "role": "Conversation transcription and analysis.",
      "handoff": "Illustrative handoff: Review a consented conversation summary before reuse.",
      "capabilities": [
        "Communications",
        "AI",
        "Analytics"
      ],
      "connectionBasis": "proposed",
      "status": "Illustrative reuse · live integration unverified",
      "basis": "Editorial illustration based on the cited public role; capability reuse is proposed, not a verified dependency or live integration.",
      "source": "https://goodcombinator.ai/portfolio",
      "sourceLabel": "Public portfolio listing",
      "note": "Public portfolio listing only; current product availability and operational connections were not independently verified."
    },
    {
      "id": "myfl",
      "name": "MyFL.ai",
      "family": "Place and community",
      "collection": "Public projects",
      "role": "Florida AI community collaboration.",
      "handoff": "Illustrative handoff: Introduce people around a shared topic with their agreement.",
      "capabilities": [
        "Communications",
        "Workflow"
      ],
      "connectionBasis": "proposed",
      "status": "Illustrative reuse · live integration unverified",
      "basis": "Editorial illustration based on the cited public role; capability reuse is proposed, not a verified dependency or live integration.",
      "source": "https://goodcombinator.ai/portfolio",
      "sourceLabel": "Public portfolio listing",
      "note": "Public portfolio listing only; current product availability and operational connections were not independently verified."
    }
  ],
  "scope": "Selected public programs, ventures and examples; not a complete operating-service inventory.",
  "capabilityDisclaimer": "Editorial illustrations of possible reuse, not verified dependencies or live integrations."
}