[
  {
    "id": "cfo-private-equity-providers",
    "title": "Which providers serve both CFOs and private equity firms?",
    "question": "Which providers serve both CFOs and private equity firms?",
    "definition": "Organizations must have a CFO role classification plus evidence of a private-equity audience, topic, or industry.",
    "dataset_version": "0.9.7",
    "schema_version": "1.4.0",
    "calculated_at": "2026-08-12",
    "direct_answer": "32 organizations currently meet every documented criterion in this dataset.",
    "total_entities": 500,
    "known_count": 500,
    "unknown_count": 0,
    "coverage": 1,
    "headline_eligible": true,
    "publication_status": "decision-ready",
    "headline_coverage_threshold": 0.6,
    "entity_ids": [
      "ent_latham_watkins",
      "ent_bain",
      "ent_evercore",
      "ent_lazard",
      "ent_houlihan_lokey",
      "ent_kkr",
      "ent_blackstone",
      "ent_silver_lake",
      "ent_open_future_forum",
      "ent_cooley",
      "ent_thoma_bravo",
      "ent_first_citizens_bank",
      "ent_silicon_valley_bank",
      "ent_wells_fargo",
      "ent_citizens_private_bank",
      "ent_morgan_stanley",
      "ent_insight_partners",
      "ent_westcap",
      "ent_avenue_capital_group",
      "ent_brighttower",
      "ent_intrepid_investment_bankers",
      "ent_dla_piper",
      "ent_simmons_simmons",
      "ent_rsm_us",
      "ent_protiviti",
      "ent_zrg",
      "ent_carta",
      "ent_hiive",
      "ent_pitchbook",
      "ent_association_for_corporate_growth",
      "ent_opal_group",
      "ent_transacta_capital"
    ],
    "unknown_entity_ids": [],
    "source_fields": [
      "cxo_roles",
      "audiences",
      "topics",
      "industries"
    ],
    "method": "Intersect the canonical CFO cohort with evidence-backed private-equity fields.",
    "caveat": "This is an evidence-backed dataset result, not a recommendation. Missing evidence remains unknown rather than false."
  },
  {
    "id": "executive-community-private-formats",
    "title": "Which executive communities offer private dinners or peer groups?",
    "question": "Which executive communities offer private dinners or peer groups?",
    "definition": "Executive Communities with evidence for peer groups, executive dinners, private dinners, or private executive gatherings.",
    "dataset_version": "0.9.7",
    "schema_version": "1.4.0",
    "calculated_at": "2026-08-12",
    "direct_answer": "6 organizations currently meet every documented criterion in this dataset.",
    "total_entities": 500,
    "known_count": 499,
    "unknown_count": 1,
    "coverage": 0.998,
    "headline_eligible": true,
    "publication_status": "decision-ready",
    "headline_coverage_threshold": 0.6,
    "entity_ids": [
      "ent_vistage",
      "ent_entrepreneurs_organization",
      "ent_open_future_forum",
      "ent_young_presidents_organization",
      "ent_young_entrepreneur_council",
      "ent_open_batch"
    ],
    "unknown_entity_ids": [
      "ent_hacker_dojo"
    ],
    "source_fields": [
      "categories",
      "community_formats",
      "event_formats"
    ],
    "method": "Filter the Executive Communities cohort using evidence-linked format classifications.",
    "caveat": "This is an evidence-backed dataset result, not a recommendation. Missing evidence remains unknown rather than false."
  },
  {
    "id": "ai-governance-security",
    "title": "Which AI providers address governance or security?",
    "question": "Which AI providers address governance or security?",
    "definition": "AI providers with evidence-linked AI governance, AI security, agent governance, or cybersecurity topics.",
    "dataset_version": "0.9.7",
    "schema_version": "1.4.0",
    "calculated_at": "2026-08-12",
    "direct_answer": "18 organizations currently meet every documented criterion in this dataset.",
    "total_entities": 115,
    "known_count": 107,
    "unknown_count": 8,
    "coverage": 0.9304,
    "headline_eligible": true,
    "publication_status": "decision-ready",
    "headline_coverage_threshold": 0.6,
    "entity_ids": [
      "ent_crowdstrike",
      "ent_palo_alto_networks",
      "ent_capgemini",
      "ent_microsoft",
      "ent_writer",
      "ent_servicenow",
      "ent_granica",
      "ent_adaptive_security",
      "ent_witnessai",
      "ent_airmdr",
      "ent_resemble_ai",
      "ent_thinkingai",
      "ent_axari_technologies_inc",
      "ent_harden",
      "ent_tenet_security",
      "ent_aegisai",
      "ent_counterrun_ai",
      "ent_atomic_zero"
    ],
    "unknown_entity_ids": [
      "ent_applitools",
      "ent_atlas_cloud_ai",
      "ent_agentic_fabriq",
      "ent_agentweb",
      "ent_code_conductor",
      "ent_everything_ai",
      "ent_xtrace",
      "ent_velixar_ai"
    ],
    "source_fields": [
      "categories",
      "topics"
    ],
    "method": "Filter the AI provider cohort using controlled, evidence-linked topic classifications.",
    "caveat": "This is an evidence-backed dataset result, not a recommendation. Missing evidence remains unknown rather than false."
  },
  {
    "id": "venture-backed-technology-advisors",
    "title": "Which advisory firms serve venture-backed technology companies?",
    "question": "Which advisory firms serve venture-backed technology companies?",
    "definition": "Advisory providers need both founder or venture-capital relevance and a documented technology, software, startup, or SaaS industry focus.",
    "dataset_version": "0.9.7",
    "schema_version": "1.4.0",
    "calculated_at": "2026-08-12",
    "direct_answer": "21 organizations currently meet every documented criterion in this dataset.",
    "total_entities": 90,
    "known_count": 72,
    "unknown_count": 18,
    "coverage": 0.8,
    "headline_eligible": true,
    "publication_status": "decision-ready",
    "headline_coverage_threshold": 0.6,
    "entity_ids": [
      "ent_wilson_sonsini",
      "ent_fenwick_west",
      "ent_cooley",
      "ent_first_citizens_bank",
      "ent_silicon_valley_bank",
      "ent_wells_fargo",
      "ent_comerica",
      "ent_brighttower",
      "ent_intrepid_investment_bankers",
      "ent_dla_piper",
      "ent_simmons_simmons",
      "ent_orrick",
      "ent_frank_rimerman_co",
      "ent_burkland",
      "ent_danforth_advisors",
      "ent_escalon",
      "ent_pilot",
      "ent_zeni",
      "ent_capital_ip_investment_partners",
      "ent_transacta_capital",
      "ent_oguz_law"
    ],
    "unknown_entity_ids": [
      "ent_korn_ferry",
      "ent_heidrick_struggles",
      "ent_pwc",
      "ent_ey",
      "ent_kpmg",
      "ent_mckinsey",
      "ent_bcg",
      "ent_bain",
      "ent_bank_of_america",
      "ent_citi",
      "ent_hsbc",
      "ent_evercore",
      "ent_lazard",
      "ent_houlihan_lokey",
      "ent_capital_one",
      "ent_centific",
      "ent_indian_hills_advisors",
      "ent_hackzero_ai"
    ],
    "source_fields": [
      "categories",
      "audiences",
      "topics",
      "industries"
    ],
    "method": "Intersect advisory provider types with evidence-backed venture/founder and technology-market fields.",
    "caveat": "This is an evidence-backed dataset result, not a recommendation. Missing evidence remains unknown rather than false."
  },
  {
    "id": "silicon-valley-london",
    "title": "Which organizations operate in both Silicon Valley and London?",
    "question": "Which organizations operate in both Silicon Valley and London?",
    "definition": "Organizations need verified operating geography for both Silicon Valley or the San Francisco Bay Area and London.",
    "dataset_version": "0.9.7",
    "schema_version": "1.4.0",
    "calculated_at": "2026-08-12",
    "direct_answer": "11 organizations currently meet every documented criterion in this dataset.",
    "total_entities": 500,
    "known_count": 386,
    "unknown_count": 114,
    "coverage": 0.772,
    "headline_eligible": true,
    "publication_status": "decision-ready",
    "headline_coverage_threshold": 0.6,
    "entity_ids": [
      "ent_wilson_sonsini",
      "ent_cfgi",
      "ent_danforth_advisors",
      "ent_rippling",
      "ent_lattice",
      "ent_coupa",
      "ent_carta",
      "ent_stripe",
      "ent_writer",
      "ent_servicenow",
      "ent_pitchbook"
    ],
    "unknown_entity_ids": [
      "ent_vistage",
      "ent_entrepreneurs_organization",
      "ent_pavilion",
      "ent_korn_ferry",
      "ent_russell_reynolds_associates",
      "ent_heidrick_struggles",
      "ent_fenwick_west",
      "ent_latham_watkins",
      "ent_pwc",
      "ent_ey",
      "ent_kpmg",
      "ent_mckinsey",
      "ent_bcg",
      "ent_bain",
      "ent_bank_of_america",
      "ent_citi",
      "ent_hsbc",
      "ent_evercore",
      "ent_lazard",
      "ent_houlihan_lokey",
      "ent_andreessen_horowitz",
      "ent_accel",
      "ent_lightspeed",
      "ent_kkr",
      "ent_blackstone",
      "ent_silver_lake",
      "ent_oracle",
      "ent_sap",
      "ent_anaplan",
      "ent_salesforce",
      "ent_hubspot",
      "ent_adobe",
      "ent_crowdstrike",
      "ent_zscaler",
      "ent_wiz",
      "ent_stanford_executive_education",
      "ent_wharton_executive_education",
      "ent_mit_sloan_executive_education",
      "ent_chief",
      "ent_spencer_stuart",
      "ent_cooley",
      "ent_deloitte",
      "ent_jpmorgan",
      "ent_sequoia_capital",
      "ent_thoma_bravo",
      "ent_workday",
      "ent_palo_alto_networks",
      "ent_harvard_business_school_exec_ed",
      "ent_wells_fargo",
      "ent_bernstein",
      "ent_next47",
      "ent_westcap",
      "ent_one_way_ventures",
      "ent_chameleon_ventures",
      "ent_western_technology_investment",
      "ent_brighttower",
      "ent_harvey",
      "ent_frank_rimerman_co",
      "ent_burkland",
      "ent_robert_half",
      "ent_tesorio",
      "ent_vic_ai",
      "ent_ramp",
      "ent_brex",
      "ent_bill",
      "ent_mercury",
      "ent_rho",
      "ent_payzen",
      "ent_xero",
      "ent_pulley",
      "ent_hiive",
      "ent_sharevault",
      "ent_nvidia",
      "ent_intel",
      "ent_scale_ai",
      "ent_you_com",
      "ent_granica",
      "ent_gumloop",
      "ent_compose_ai",
      "ent_applitools",
      "ent_witnessai",
      "ent_resemble_ai",
      "ent_lockton",
      "ent_hfs_research",
      "ent_hacker_dojo",
      "ent_openwater",
      "ent_signeasy",
      "ent_hg_insights",
      "ent_nanostar_ventures",
      "ent_verano_capital_partners",
      "ent_capital_ip_investment_partners",
      "ent_indian_hills_advisors",
      "ent_paygentic",
      "ent_finrep",
      "ent_thinkingai",
      "ent_qognitive",
      "ent_herculesai",
      "ent_atlas_cloud_ai",
      "ent_agentic_fabriq",
      "ent_axari_technologies_inc",
      "ent_harden",
      "ent_aegisai",
      "ent_agentrys",
      "ent_counterrun_ai",
      "ent_atomic_zero",
      "ent_hackzero_ai",
      "ent_agentweb",
      "ent_code_conductor",
      "ent_everything_ai",
      "ent_xtrace",
      "ent_velixar_ai",
      "ent_transform",
      "ent_open_batch",
      "ent_curated_connections"
    ],
    "source_fields": [
      "geographies",
      "geography_status"
    ],
    "method": "Intersect only source-supported operating geographies; headquarters is not substituted for an operating market.",
    "caveat": "This is an evidence-backed dataset result, not a recommendation. Missing evidence remains unknown rather than false."
  }
]