[
  {
    "id": "cfo-technology",
    "title": "CFO Technology Market Map",
    "definition": "Organizations explicitly classified as CFO Technology, organized by documented finance function.",
    "dataset_version": "0.9.7",
    "calculated_at": "2026-08-12",
    "total_entities": 80,
    "known_count": 71,
    "unknown_count": 9,
    "coverage": 0.8875,
    "headline_eligible": true,
    "publication_status": "decision-ready",
    "headline_coverage_threshold": 0.6,
    "buckets": [
      {
        "id": "spend-management",
        "name": "Spend Management",
        "count": 7,
        "share": 0.0875,
        "entity_ids": [
          "ent_tipalti",
          "ent_corpay",
          "ent_wex",
          "ent_coupa",
          "ent_ramp",
          "ent_brex",
          "ent_bill"
        ]
      },
      {
        "id": "ap-payments",
        "name": "AP & Payments",
        "count": 29,
        "share": 0.3625,
        "entity_ids": [
          "ent_tipalti",
          "ent_kyriba",
          "ent_blackbaud",
          "ent_recurly",
          "ent_corpay",
          "ent_wex",
          "ent_marqeta",
          "ent_checkout_com",
          "ent_fiserv",
          "ent_global_payments",
          "ent_block",
          "ent_paypal",
          "ent_toast",
          "ent_flywire",
          "ent_billtrust",
          "ent_versapay",
          "ent_nium",
          "ent_thunes",
          "ent_rapyd",
          "ent_jack_henry",
          "ent_gocardless",
          "ent_klarna",
          "ent_coupa",
          "ent_vic_ai",
          "ent_ramp",
          "ent_blackline",
          "ent_rillet",
          "ent_bill",
          "ent_zeni"
        ]
      },
      {
        "id": "accounting-erp-close",
        "name": "Accounting, ERP & Close",
        "count": 60,
        "share": 0.75,
        "entity_ids": [
          "ent_sage",
          "ent_workiva",
          "ent_floqast",
          "ent_planful",
          "ent_onestream",
          "ent_trintech",
          "ent_highradius",
          "ent_acumatica",
          "ent_epicor",
          "ent_infor",
          "ent_ifs",
          "ent_vena_solutions",
          "ent_blackbaud",
          "ent_pigment",
          "ent_cube",
          "ent_cch_tagetik",
          "ent_oracle_netsuite",
          "ent_zuora",
          "ent_chargebee",
          "ent_recurly",
          "ent_ordway",
          "ent_tabs",
          "ent_mosaic",
          "ent_abacum",
          "ent_aleph",
          "ent_numeric",
          "ent_trullion",
          "ent_mindbridge",
          "ent_auditboard",
          "ent_diligent",
          "ent_corpay",
          "ent_wex",
          "ent_marqeta",
          "ent_checkout_com",
          "ent_fiserv",
          "ent_global_payments",
          "ent_block",
          "ent_paypal",
          "ent_toast",
          "ent_flywire",
          "ent_billtrust",
          "ent_versapay",
          "ent_nium",
          "ent_thunes",
          "ent_rapyd",
          "ent_jack_henry",
          "ent_gocardless",
          "ent_klarna",
          "ent_alkami",
          "ent_coupa",
          "ent_puzzle",
          "ent_vic_ai",
          "ent_brex",
          "ent_blackline",
          "ent_pilot",
          "ent_rillet",
          "ent_zenskar",
          "ent_zeni",
          "ent_xero",
          "ent_finrep"
        ]
      },
      {
        "id": "treasury-cash-ar",
        "name": "Treasury, Cash & AR",
        "count": 20,
        "share": 0.25,
        "entity_ids": [
          "ent_sovos",
          "ent_highradius",
          "ent_kyriba",
          "ent_zuora",
          "ent_chargebee",
          "ent_ordway",
          "ent_tabs",
          "ent_flywire",
          "ent_billtrust",
          "ent_versapay",
          "ent_coupa",
          "ent_puzzle",
          "ent_tesorio",
          "ent_ramp",
          "ent_brex",
          "ent_blackline",
          "ent_rillet",
          "ent_zenskar",
          "ent_bill",
          "ent_xero"
        ]
      },
      {
        "id": "tax",
        "name": "Tax",
        "count": 6,
        "share": 0.075,
        "entity_ids": [
          "ent_avalara",
          "ent_vertex",
          "ent_sovos",
          "ent_anrok",
          "ent_pilot",
          "ent_zeni"
        ]
      },
      {
        "id": "planning-performance",
        "name": "Planning & Performance",
        "count": 10,
        "share": 0.125,
        "entity_ids": [
          "ent_planful",
          "ent_onestream",
          "ent_vena_solutions",
          "ent_pigment",
          "ent_cube",
          "ent_cch_tagetik",
          "ent_mosaic",
          "ent_abacum",
          "ent_aleph",
          "ent_tesorio"
        ]
      },
      {
        "id": "equity-private-markets",
        "name": "Equity & Private Markets",
        "count": 2,
        "share": 0.025,
        "entity_ids": [
          "ent_carta",
          "ent_pulley"
        ]
      },
      {
        "id": "banking-finance-platforms",
        "name": "Banking & Finance Platforms",
        "count": 5,
        "share": 0.0625,
        "entity_ids": [
          "ent_marqeta",
          "ent_fiserv",
          "ent_rapyd",
          "ent_jack_henry",
          "ent_alkami"
        ]
      },
      {
        "id": "finance-ai",
        "name": "Finance AI",
        "count": 3,
        "share": 0.0375,
        "entity_ids": [
          "ent_vic_ai",
          "ent_zeni",
          "ent_finrep"
        ]
      }
    ],
    "entity_ids": [
      "ent_sage",
      "ent_workiva",
      "ent_floqast",
      "ent_planful",
      "ent_onestream",
      "ent_trintech",
      "ent_tipalti",
      "ent_avalara",
      "ent_vertex",
      "ent_sovos",
      "ent_highradius",
      "ent_kyriba",
      "ent_acumatica",
      "ent_epicor",
      "ent_infor",
      "ent_ifs",
      "ent_vena_solutions",
      "ent_blackbaud",
      "ent_pigment",
      "ent_cube",
      "ent_ss_c_technologies",
      "ent_broadridge",
      "ent_ncino",
      "ent_cch_tagetik",
      "ent_oracle_netsuite",
      "ent_zuora",
      "ent_chargebee",
      "ent_recurly",
      "ent_q2",
      "ent_ordway",
      "ent_tabs",
      "ent_mosaic",
      "ent_abacum",
      "ent_aleph",
      "ent_numeric",
      "ent_trullion",
      "ent_mindbridge",
      "ent_auditboard",
      "ent_diligent",
      "ent_navex",
      "ent_logicgate",
      "ent_temenos",
      "ent_corpay",
      "ent_wex",
      "ent_marqeta",
      "ent_checkout_com",
      "ent_finastra",
      "ent_fiserv",
      "ent_global_payments",
      "ent_block",
      "ent_paypal",
      "ent_toast",
      "ent_flywire",
      "ent_billtrust",
      "ent_versapay",
      "ent_nium",
      "ent_thunes",
      "ent_rapyd",
      "ent_jack_henry",
      "ent_gocardless",
      "ent_klarna",
      "ent_alkami",
      "ent_coupa",
      "ent_puzzle",
      "ent_tesorio",
      "ent_vic_ai",
      "ent_ramp",
      "ent_brex",
      "ent_anrok",
      "ent_blackline",
      "ent_pilot",
      "ent_rillet",
      "ent_zenskar",
      "ent_bill",
      "ent_carta",
      "ent_zeni",
      "ent_xero",
      "ent_pulley",
      "ent_paygentic",
      "ent_finrep"
    ],
    "source_fields": [
      "categories",
      "subcategories",
      "products",
      "services",
      "description",
      "cxo_roles"
    ]
  },
  {
    "id": "ai-security",
    "title": "AI Security Market Map",
    "definition": "Organizations explicitly classified as AI Security, organized by documented security function.",
    "dataset_version": "0.9.7",
    "calculated_at": "2026-08-12",
    "total_entities": 11,
    "known_count": 9,
    "unknown_count": 2,
    "coverage": 0.8182,
    "headline_eligible": true,
    "publication_status": "decision-ready",
    "headline_coverage_threshold": 0.6,
    "buckets": [
      {
        "id": "agent-identity-permissions",
        "name": "Agent Identity & Permissions",
        "count": 1,
        "share": 0.0909,
        "entity_ids": [
          "ent_agentic_fabriq"
        ]
      },
      {
        "id": "ai-governance-ciso-operations",
        "name": "AI Governance & CISO Operations",
        "count": 1,
        "share": 0.0909,
        "entity_ids": [
          "ent_axari_technologies_inc"
        ]
      },
      {
        "id": "agent-runtime-security",
        "name": "Agent Runtime Security",
        "count": 2,
        "share": 0.1818,
        "entity_ids": [
          "ent_harden",
          "ent_tenet_security"
        ]
      },
      {
        "id": "ai-application-security",
        "name": "AI Application Security",
        "count": 1,
        "share": 0.0909,
        "entity_ids": [
          "ent_harden"
        ]
      },
      {
        "id": "ai-email-security",
        "name": "AI Email Security",
        "count": 1,
        "share": 0.0909,
        "entity_ids": [
          "ent_aegisai"
        ]
      },
      {
        "id": "ai-exposure-governance",
        "name": "AI Exposure & Governance",
        "count": 5,
        "share": 0.4545,
        "entity_ids": [
          "ent_adaptive_security",
          "ent_witnessai",
          "ent_axari_technologies_inc",
          "ent_harden",
          "ent_tenet_security"
        ]
      },
      {
        "id": "security-operations-mdr",
        "name": "Security Operations & MDR",
        "count": 2,
        "share": 0.1818,
        "entity_ids": [
          "ent_airmdr",
          "ent_axari_technologies_inc"
        ]
      },
      {
        "id": "synthetic-media-security",
        "name": "Synthetic Media Security",
        "count": 2,
        "share": 0.1818,
        "entity_ids": [
          "ent_adaptive_security",
          "ent_resemble_ai"
        ]
      }
    ],
    "entity_ids": [
      "ent_adaptive_security",
      "ent_witnessai",
      "ent_airmdr",
      "ent_resemble_ai",
      "ent_agentic_fabriq",
      "ent_axari_technologies_inc",
      "ent_harden",
      "ent_tenet_security",
      "ent_aegisai",
      "ent_counterrun_ai",
      "ent_atomic_zero"
    ],
    "source_fields": [
      "categories",
      "subcategories",
      "products",
      "services",
      "description",
      "cxo_roles"
    ]
  },
  {
    "id": "executive-communities",
    "title": "Executive Communities Market Map",
    "definition": "Membership, peer and founder organizations classified as Executive Communities.",
    "dataset_version": "0.9.7",
    "calculated_at": "2026-08-12",
    "total_entities": 12,
    "known_count": 10,
    "unknown_count": 2,
    "coverage": 0.8333,
    "headline_eligible": true,
    "publication_status": "decision-ready",
    "headline_coverage_threshold": 0.6,
    "buckets": [
      {
        "id": "ceo-peer-advisory",
        "name": "CEO Peer Advisory",
        "count": 8,
        "share": 0.6667,
        "entity_ids": [
          "ent_vistage",
          "ent_entrepreneurs_organization",
          "ent_open_future_forum",
          "ent_chief",
          "ent_young_presidents_organization",
          "ent_young_entrepreneur_council",
          "ent_transform",
          "ent_open_batch"
        ]
      },
      {
        "id": "founder-networks",
        "name": "Founder Networks",
        "count": 5,
        "share": 0.4167,
        "entity_ids": [
          "ent_entrepreneurs_organization",
          "ent_open_future_forum",
          "ent_young_entrepreneur_council",
          "ent_hacker_dojo",
          "ent_open_batch"
        ]
      },
      {
        "id": "functional-executive-communities",
        "name": "Functional Executive Communities",
        "count": 1,
        "share": 0.0833,
        "entity_ids": [
          "ent_open_future_forum"
        ]
      },
      {
        "id": "private-capital-m-a-communities",
        "name": "Private Capital & M&A Communities",
        "count": 1,
        "share": 0.0833,
        "entity_ids": [
          "ent_association_for_corporate_growth"
        ]
      },
      {
        "id": "women-executive-networks",
        "name": "Women Executive Networks",
        "count": 1,
        "share": 0.0833,
        "entity_ids": [
          "ent_chief"
        ]
      },
      {
        "id": "future-of-work-people-leadership",
        "name": "Future of Work & People Leadership",
        "count": 2,
        "share": 0.1667,
        "entity_ids": [
          "ent_chief",
          "ent_transform"
        ]
      },
      {
        "id": "curated-multi-cxo-communities",
        "name": "Curated Multi-CXO Communities",
        "count": 1,
        "share": 0.0833,
        "entity_ids": [
          "ent_open_future_forum"
        ]
      }
    ],
    "entity_ids": [
      "ent_vistage",
      "ent_entrepreneurs_organization",
      "ent_pavilion",
      "ent_open_future_forum",
      "ent_chief",
      "ent_young_presidents_organization",
      "ent_financial_executives_international",
      "ent_association_for_corporate_growth",
      "ent_young_entrepreneur_council",
      "ent_hacker_dojo",
      "ent_transform",
      "ent_open_batch"
    ],
    "source_fields": [
      "categories",
      "subcategories",
      "products",
      "services",
      "description",
      "cxo_roles"
    ]
  },
  {
    "id": "executive-search",
    "title": "Executive Search Market Map",
    "definition": "Organizations providing retained search, recruiting, board search or talent intelligence.",
    "dataset_version": "0.9.7",
    "calculated_at": "2026-08-12",
    "total_entities": 21,
    "known_count": 21,
    "unknown_count": 0,
    "coverage": 1,
    "headline_eligible": true,
    "publication_status": "decision-ready",
    "headline_coverage_threshold": 0.6,
    "buckets": [
      {
        "id": "retained-executive-search",
        "name": "Retained Executive Search",
        "count": 18,
        "share": 0.8571,
        "entity_ids": [
          "ent_korn_ferry",
          "ent_russell_reynolds_associates",
          "ent_heidrick_struggles",
          "ent_spencer_stuart",
          "ent_egon_zehnder",
          "ent_ema_partners",
          "ent_kestria",
          "ent_boyden",
          "ent_odgers_berndtson",
          "ent_pagegroup",
          "ent_caldwell",
          "ent_dhr_global",
          "ent_raines_international",
          "ent_n2growth",
          "ent_hays",
          "ent_kingsley_gate",
          "ent_russell_tobin",
          "ent_zrg"
        ]
      },
      {
        "id": "technology-enabled-talent-intelligence",
        "name": "Technology-Enabled Talent Intelligence",
        "count": 2,
        "share": 0.0952,
        "entity_ids": [
          "ent_findem",
          "ent_optimhire"
        ]
      },
      {
        "id": "staffing-professional-talent",
        "name": "Staffing & Professional Talent",
        "count": 1,
        "share": 0.0476,
        "entity_ids": [
          "ent_robert_half"
        ]
      },
      {
        "id": "board-search",
        "name": "Board Search",
        "count": 14,
        "share": 0.6667,
        "entity_ids": [
          "ent_korn_ferry",
          "ent_russell_reynolds_associates",
          "ent_heidrick_struggles",
          "ent_spencer_stuart",
          "ent_egon_zehnder",
          "ent_ema_partners",
          "ent_kestria",
          "ent_boyden",
          "ent_odgers_berndtson",
          "ent_caldwell",
          "ent_dhr_global",
          "ent_raines_international",
          "ent_n2growth",
          "ent_kingsley_gate"
        ]
      },
      {
        "id": "leadership-assessment-succession",
        "name": "Leadership Assessment & Succession",
        "count": 4,
        "share": 0.1905,
        "entity_ids": [
          "ent_russell_reynolds_associates",
          "ent_heidrick_struggles",
          "ent_spencer_stuart",
          "ent_egon_zehnder"
        ]
      }
    ],
    "entity_ids": [
      "ent_korn_ferry",
      "ent_russell_reynolds_associates",
      "ent_heidrick_struggles",
      "ent_spencer_stuart",
      "ent_egon_zehnder",
      "ent_ema_partners",
      "ent_kestria",
      "ent_boyden",
      "ent_odgers_berndtson",
      "ent_pagegroup",
      "ent_caldwell",
      "ent_dhr_global",
      "ent_raines_international",
      "ent_n2growth",
      "ent_hays",
      "ent_kingsley_gate",
      "ent_russell_tobin",
      "ent_zrg",
      "ent_robert_half",
      "ent_findem",
      "ent_optimhire"
    ],
    "source_fields": [
      "categories",
      "subcategories",
      "products",
      "services",
      "description",
      "cxo_roles"
    ]
  },
  {
    "id": "technology-law-firms",
    "title": "Technology Law Firm Landscape",
    "definition": "Indexed law firms with documented technology, venture, private-equity, transaction, governance or privacy relevance.",
    "dataset_version": "0.9.7",
    "calculated_at": "2026-08-12",
    "total_entities": 9,
    "known_count": 9,
    "unknown_count": 0,
    "coverage": 1,
    "headline_eligible": true,
    "publication_status": "decision-ready",
    "headline_coverage_threshold": 0.6,
    "buckets": [
      {
        "id": "venture-startup",
        "name": "Venture & Startup",
        "count": 6,
        "share": 0.6667,
        "entity_ids": [
          "ent_wilson_sonsini",
          "ent_fenwick_west",
          "ent_cooley",
          "ent_simmons_simmons",
          "ent_orrick",
          "ent_oguz_law"
        ]
      },
      {
        "id": "m-a",
        "name": "M&A",
        "count": 8,
        "share": 0.8889,
        "entity_ids": [
          "ent_wilson_sonsini",
          "ent_fenwick_west",
          "ent_cooley",
          "ent_foley_lardner",
          "ent_dla_piper",
          "ent_simmons_simmons",
          "ent_orrick",
          "ent_oguz_law"
        ]
      },
      {
        "id": "artificial-intelligence",
        "name": "Artificial Intelligence",
        "count": 1,
        "share": 0.1111,
        "entity_ids": [
          "ent_oguz_law"
        ]
      },
      {
        "id": "cybersecurity-privacy",
        "name": "Cybersecurity & Privacy",
        "count": 4,
        "share": 0.4444,
        "entity_ids": [
          "ent_fenwick_west",
          "ent_dla_piper",
          "ent_simmons_simmons",
          "ent_orrick"
        ]
      },
      {
        "id": "technology-transactions",
        "name": "Technology Transactions",
        "count": 5,
        "share": 0.5556,
        "entity_ids": [
          "ent_wilson_sonsini",
          "ent_fenwick_west",
          "ent_cooley",
          "ent_simmons_simmons",
          "ent_orrick"
        ]
      },
      {
        "id": "governance",
        "name": "Governance",
        "count": 9,
        "share": 1,
        "entity_ids": [
          "ent_wilson_sonsini",
          "ent_fenwick_west",
          "ent_latham_watkins",
          "ent_cooley",
          "ent_foley_lardner",
          "ent_dla_piper",
          "ent_simmons_simmons",
          "ent_orrick",
          "ent_oguz_law"
        ]
      }
    ],
    "entity_ids": [
      "ent_wilson_sonsini",
      "ent_fenwick_west",
      "ent_latham_watkins",
      "ent_cooley",
      "ent_foley_lardner",
      "ent_dla_piper",
      "ent_simmons_simmons",
      "ent_orrick",
      "ent_oguz_law"
    ],
    "source_fields": [
      "categories",
      "subcategories",
      "products",
      "services",
      "description",
      "cxo_roles"
    ]
  },
  {
    "id": "banking-capital",
    "title": "Banking & Capital Ecosystem Map",
    "definition": "Banks and investment banks organized by documented business capabilities.",
    "dataset_version": "0.9.7",
    "calculated_at": "2026-08-12",
    "total_entities": 23,
    "known_count": 23,
    "unknown_count": 0,
    "coverage": 1,
    "headline_eligible": true,
    "publication_status": "decision-ready",
    "headline_coverage_threshold": 0.6,
    "buckets": [
      {
        "id": "commercial-banking",
        "name": "Commercial Banking",
        "count": 10,
        "share": 0.4348,
        "entity_ids": [
          "ent_bank_of_america",
          "ent_hsbc",
          "ent_jpmorgan",
          "ent_capital_one",
          "ent_first_citizens_bank",
          "ent_silicon_valley_bank",
          "ent_wells_fargo",
          "ent_bmo",
          "ent_comerica",
          "ent_leader_bank"
        ]
      },
      {
        "id": "venture-startup-banking",
        "name": "Venture & Startup Banking",
        "count": 3,
        "share": 0.1304,
        "entity_ids": [
          "ent_first_citizens_bank",
          "ent_silicon_valley_bank",
          "ent_capital_ip_investment_partners"
        ]
      },
      {
        "id": "technology-banking",
        "name": "Technology Banking",
        "count": 3,
        "share": 0.1304,
        "entity_ids": [
          "ent_jpmorgan",
          "ent_brighttower",
          "ent_capital_ip_investment_partners"
        ]
      },
      {
        "id": "treasury-payments",
        "name": "Treasury & Payments",
        "count": 8,
        "share": 0.3478,
        "entity_ids": [
          "ent_bank_of_america",
          "ent_jpmorgan",
          "ent_capital_one",
          "ent_first_citizens_bank",
          "ent_silicon_valley_bank",
          "ent_wells_fargo",
          "ent_comerica",
          "ent_bny"
        ]
      },
      {
        "id": "investment-banking",
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      },
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    ],
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    ]
  }
]