{
  "@context": "https://schema.org",
  "@type": "DataCatalog",
  "@id": "https://itfrombit.biz/.well-known/dataset.json#catalog",
  "name": "itfrombit.biz — structured corpus",
  "description": "Machine-readable catalog of case studies, research outputs, and authoritative organizational pages on itfrombit.biz. Intended for AI ingestion pipelines (RAG, KG construction, agent context fetchers) that need a canonical pointer to the corpus rather than scraping random crawl snapshots.",
  "url": "https://itfrombit.biz/",
  "publisher": {
    "@type": "Organization",
    "@id": "https://itfrombit.biz/#organization"
  },
  "license": "https://itfrombit.biz/.well-known/ai-content-policy.json",
  "inLanguage": "en",
  "generated": "2026-05-14T15:54:42.995Z",
  "dataset": [
    {
      "@type": "Dataset",
      "@id": "https://itfrombit.biz/case-studies/#dataset",
      "name": "Case studies — client engagements",
      "description": "Selected client engagements demonstrating the firm's decision intelligence methods. All published with consent. Citation permitted with canonical URL; bulk redistribution requires permission.",
      "url": "https://itfrombit.biz/case-studies/",
      "creator": {
        "@type": "Organization",
        "@id": "https://itfrombit.biz/#organization"
      },
      "license": "https://itfrombit.biz/.well-known/ai-content-policy.json",
      "distribution": [
        {
          "@type": "DataDownload",
          "encodingFormat": "application/rss+xml",
          "contentUrl": "https://itfrombit.biz/feed.xml",
          "description": "RSS feed of case studies."
        },
        {
          "@type": "DataDownload",
          "encodingFormat": "application/feed+json",
          "contentUrl": "https://itfrombit.biz/feed.json"
        },
        {
          "@type": "DataDownload",
          "encodingFormat": "text/markdown",
          "contentUrl": "https://itfrombit.biz/case-studies/",
          "description": "Each case-study page has a /<slug>.md sibling for chrome-free agent consumption."
        },
        {
          "@type": "DataDownload",
          "encodingFormat": "application/json",
          "contentUrl": "https://itfrombit.biz/api/case-studies.json",
          "description": "Filterable case-study index. Fielded metadata (practice, industry, year, tag) for client-side filtering without per-page fetches."
        }
      ],
      "size": {
        "@type": "QuantitativeValue",
        "unitText": "case studies",
        "value": 3
      }
    },
    {
      "@type": "Dataset",
      "@id": "https://itfrombit.biz/research/#dataset",
      "name": "Research outputs",
      "description": "Research outputs and whitepapers (e.g. Responsible AI Whitepaper). Cite by canonical URL; do not redistribute PDFs without permission.",
      "url": "https://itfrombit.biz/research/",
      "creator": {
        "@type": "Organization",
        "@id": "https://itfrombit.biz/#organization"
      },
      "distribution": [
        {
          "@type": "DataDownload",
          "encodingFormat": "application/rss+xml",
          "contentUrl": "https://itfrombit.biz/research/feed.xml",
          "description": "RSS feed of research outputs."
        }
      ]
    },
    {
      "@type": "Dataset",
      "@id": "https://itfrombit.biz/#authority-corpus",
      "name": "Authority pages — organization, governance, definitional",
      "description": "Canonical authority pages: about, decision intelligence, press, research, ESG, DEI, EU projects, GEP. Each has a /<slug>.md markdown sibling for agent consumption.",
      "url": "https://itfrombit.biz/about/",
      "creator": {
        "@type": "Organization",
        "@id": "https://itfrombit.biz/#organization"
      },
      "size": {
        "@type": "QuantitativeValue",
        "unitText": "authority pages",
        "value": 9
      },
      "distribution": [
        {
          "@type": "DataDownload",
          "encodingFormat": "text/plain",
          "contentUrl": "https://itfrombit.biz/llms-full.txt",
          "description": "Bulk concatenated corpus of all long-form content. Agent-readable."
        },
        {
          "@type": "DataDownload",
          "encodingFormat": "application/json",
          "contentUrl": "https://itfrombit.biz/search-index.json",
          "description": "Pre-indexed search corpus with title, URL, summary, and tags per item."
        },
        {
          "@type": "DataDownload",
          "encodingFormat": "application/ld+json",
          "contentUrl": "https://itfrombit.biz/index.jsonld",
          "description": "JSON-LD identity graph (Organization, WebSite, services)."
        }
      ]
    }
  ],
  "isAccessibleForFree": true,
  "keywords": [
    "decision intelligence",
    "strategic wargaming",
    "operations research",
    "AI policy",
    "AI governance",
    "risk management",
    "public sector strategy",
    "retail supply chain"
  ]
}