{
  "dataset": {
    "name": "Strategic Signal — Primary Industry Sectors (Canonical AI Access annotations)",
    "version": "1.0.0",
    "created_on": "2026-10-22",
    "classification_unit": "One primary sector per canonical AI Access arrangement, based on the predominant evidenced asset/workflow rather than provider headquarters, AI recipient or broad corporate identity.",
    "canonical_ontology_version": "2.0.0",
    "registry_record_count": 192,
    "source_linked_classifications": 118,
    "unclassified_count": 74,
    "source_archive": "data/ai-access-history/000012.json",
    "source_registry_sha256": "fd2fcbf4951e41e391a0dc6a718b2abbb485052903a2ac9b451f2807a72fc8af",
    "classification_release": "data/ai-access/sectors/v1.0.0.json",
    "notes": [
      "Source-linked sector is an analyst classification and does not establish that the source independently corroborates all vendor claims.",
      "One primary sector is mutually exclusive; existing knowledge/workflow/rights/access facets remain non-exclusive.",
      "Cross-sector cases without a predominant evidenced sector remain not_yet_classified rather than being forced into a guessed industry.",
      "Provisional underlying AI Access records retain their provisional review labels; sector classification is not transaction approval or an upgrade in evidence quality.",
      "Archived registry facts and legacy industry fields are not rewritten; sector labels are versioned linked annotations.",
      "Coverage changes reflect research review, not market growth, customer adoption or deal prevalence."
    ]
  },
  "taxonomy": [
    {
      "sector_id": "health",
      "label": "Healthcare & Life Sciences",
      "definition": "Clinical care, medicine, biotechnology, diagnostics, pharmaceuticals, wellness-related health data and scientific biological work."
    },
    {
      "sector_id": "finance",
      "label": "Financial Services & Insurance",
      "definition": "Banking, capital markets, insurance, investment research, payments, credit, risk and financial-data services."
    },
    {
      "sector_id": "industrial",
      "label": "Industrial & Engineering",
      "definition": "Industrial equipment, manufacturing, robotics, semiconductors, engineering design, operational technology and industrial process workflows."
    },
    {
      "sector_id": "energy",
      "label": "Energy & Natural Resources",
      "definition": "Oil and gas, power, subsurface research, energy production, mining and materials extraction."
    },
    {
      "sector_id": "media",
      "label": "Media, Publishing & Entertainment",
      "definition": "Publishing, content libraries, news, sports, professional entertainment and media operations."
    },
    {
      "sector_id": "commerce",
      "label": "Retail, Commerce & Hospitality",
      "definition": "Merchandising, online and physical commerce, travel hospitality, hotel operations and retail customer transactions."
    },
    {
      "sector_id": "sales",
      "label": "Sales, Marketing & Customer Experience",
      "definition": "Advertising, audience analytics, demand generation, CRM selling, brand intelligence, customer engagement and campaign operations."
    },
    {
      "sector_id": "enterprise",
      "label": "Cross-Industry Enterprise Operations",
      "definition": "Cross-sector HR, procurement, workplace, employee productivity, finance operations, business analytics and shared organizational workflows."
    },
    {
      "sector_id": "cyber",
      "label": "Cybersecurity & Digital Identity",
      "definition": "Security operations, threat detection, incident response, digital credentials and identity authorization."
    },
    {
      "sector_id": "public",
      "label": "Government, Education & Research",
      "definition": "Public administrations, civic services, universities, general scholarship and academic/library collections, excluding domain-specific biomedical science."
    },
    {
      "sector_id": "legal",
      "label": "Legal & Contracting",
      "definition": "Legal research, law practice, contracting, commercial agreements, litigation, document review and legal-service operations."
    },
    {
      "sector_id": "transport",
      "label": "Transportation & Logistics",
      "definition": "Aviation, deliveries, freight, transport fleet and movement-of-goods operations."
    },
    {
      "sector_id": "consumer",
      "label": "Consumer & Personal Technology",
      "definition": "Consumer devices, personal assistants, smart-home and individual-governed personal data workflows."
    },
    {
      "sector_id": "tech",
      "label": "Software, Developer & AI Infrastructure",
      "definition": "Software engineering, developer tools, enterprise IT systems, cloud/AI infrastructure and broad technical data services."
    },
    {
      "sector_id": "realestate",
      "label": "Real Estate & Construction",
      "definition": "Property sales, real estate brokerage, jobsites, construction monitoring, built-environment workflows."
    },
    {
      "sector_id": "unclassified",
      "label": "Not Yet Classified",
      "definition": "Cross-domain or insufficiently specific evidence; not a market sector and not assigned speculatively."
    }
  ],
  "counts": {
    "health": 16,
    "finance": 16,
    "industrial": 5,
    "energy": 3,
    "media": 3,
    "commerce": 6,
    "sales": 15,
    "enterprise": 16,
    "cyber": 6,
    "public": 4,
    "legal": 7,
    "transport": 3,
    "consumer": 2,
    "tech": 14,
    "realestate": 2,
    "unclassified": 74
  },
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