{
  "dataset_version": "0.9.7",
  "schema_version": "1.0.0",
  "calculated_at": "2026-08-12",
  "standard": {
    "schema_version": "1.0.0",
    "title": "CXO Ecosystem Index profile completeness standard",
    "purpose": "Measure research depth without treating missing evidence as a negative claim or quality ranking.",
    "scoring_note": "Scores describe the completeness of the Index record, not the quality, size, reputation, or suitability of the organization.",
    "research_queue": {
      "priority_1_limit": 50,
      "priority_2_limit": 50,
      "ordering": "Editorial research priority first, then lowest completeness score, lowest fact count, and organization name. Organizations scoring 80 or more move to maintenance.",
      "neutrality_note": "Queue position controls research workflow only and is not an organization ranking."
    },
    "tiers": [
      {
        "id": "decision-ready",
        "label": "Decision-ready",
        "minimum_score": 80
      },
      {
        "id": "substantial",
        "label": "Substantial",
        "minimum_score": 60
      },
      {
        "id": "developing",
        "label": "Developing",
        "minimum_score": 40
      },
      {
        "id": "basic",
        "label": "Basic",
        "minimum_score": 0
      }
    ],
    "criteria": [
      {
        "id": "identity",
        "label": "Identity and description",
        "weight": 5,
        "rule": "identity"
      },
      {
        "id": "classification",
        "label": "Primary provider classification",
        "weight": 10,
        "rule": "classification"
      },
      {
        "id": "executive_relevance",
        "label": "Executive-role relevance",
        "weight": 10,
        "rule": "executive_relevance"
      },
      {
        "id": "inclusion_basis",
        "label": "Documented inclusion basis",
        "weight": 5,
        "rule": "inclusion_basis"
      },
      {
        "id": "founded_year",
        "label": "Founded year",
        "weight": 10,
        "rule": "founded_year"
      },
      {
        "id": "headquarters",
        "label": "Headquarters",
        "weight": 10,
        "rule": "headquarters"
      },
      {
        "id": "operating_geography",
        "label": "Operating geography",
        "weight": 5,
        "rule": "operating_geography"
      },
      {
        "id": "offerings",
        "label": "Products, services, programs, or capabilities",
        "weight": 10,
        "rule": "offerings"
      },
      {
        "id": "industries",
        "label": "Industries served",
        "weight": 5,
        "rule": "industries"
      },
      {
        "id": "semantic_profile",
        "label": "Evidence-linked semantic profile",
        "weight": 10,
        "rule": "semantic_profile"
      },
      {
        "id": "source_breadth",
        "label": "Three or more canonical sources",
        "weight": 10,
        "rule": "source_breadth"
      },
      {
        "id": "fact_depth",
        "label": "Ten or more source-linked facts",
        "weight": 5,
        "rule": "fact_depth"
      },
      {
        "id": "freshness",
        "label": "Verified within 12 months",
        "weight": 5,
        "rule": "freshness"
      }
    ]
  },
  "summary": {
    "total_entities": 500,
    "average_score": 77.3,
    "median_score": 80,
    "tier_counts": {
      "decision-ready": 410,
      "substantial": 29,
      "developing": 17,
      "basic": 44
    },
    "research_priority_counts": {
      "P1": 50,
      "P2": 40,
      "P3": 0,
      "Maintain": 410
    }
  },
  "field_coverage": [
    {
      "id": "identity",
      "label": "Identity and description",
      "weight": 5,
      "known_count": 500,
      "unknown_count": 0,
      "coverage": 1
    },
    {
      "id": "classification",
      "label": "Primary provider classification",
      "weight": 10,
      "known_count": 450,
      "unknown_count": 50,
      "coverage": 0.9
    },
    {
      "id": "executive_relevance",
      "label": "Executive-role relevance",
      "weight": 10,
      "known_count": 468,
      "unknown_count": 32,
      "coverage": 0.936
    },
    {
      "id": "inclusion_basis",
      "label": "Documented inclusion basis",
      "weight": 5,
      "known_count": 500,
      "unknown_count": 0,
      "coverage": 1
    },
    {
      "id": "founded_year",
      "label": "Founded year",
      "weight": 10,
      "known_count": 95,
      "unknown_count": 405,
      "coverage": 0.19
    },
    {
      "id": "headquarters",
      "label": "Headquarters",
      "weight": 10,
      "known_count": 92,
      "unknown_count": 408,
      "coverage": 0.184
    },
    {
      "id": "operating_geography",
      "label": "Operating geography",
      "weight": 5,
      "known_count": 382,
      "unknown_count": 118,
      "coverage": 0.764
    },
    {
      "id": "offerings",
      "label": "Products, services, programs, or capabilities",
      "weight": 10,
      "known_count": 454,
      "unknown_count": 46,
      "coverage": 0.908
    },
    {
      "id": "industries",
      "label": "Industries served",
      "weight": 5,
      "known_count": 439,
      "unknown_count": 61,
      "coverage": 0.878
    },
    {
      "id": "semantic_profile",
      "label": "Evidence-linked semantic profile",
      "weight": 10,
      "known_count": 485,
      "unknown_count": 15,
      "coverage": 0.97
    },
    {
      "id": "source_breadth",
      "label": "Three or more canonical sources",
      "weight": 10,
      "known_count": 434,
      "unknown_count": 66,
      "coverage": 0.868
    },
    {
      "id": "fact_depth",
      "label": "Ten or more source-linked facts",
      "weight": 5,
      "known_count": 448,
      "unknown_count": 52,
      "coverage": 0.896
    },
    {
      "id": "freshness",
      "label": "Verified within 12 months",
      "weight": 5,
      "known_count": 500,
      "unknown_count": 0,
      "coverage": 1
    }
  ],
  "entities": [
    {
      "entity_id": "ent_bain",
      "name": "Bain & Company",
      "slug": "bain-company",
      "primary_category": "Consulting",
      "editorial_priority": null,
      "score": 25,
      "tier": "basic",
      "tier_label": "Basic",
      "completed_criteria": [
        "identity",
        "inclusion_basis",
        "semantic_profile",
        "freshness"
      ],
      "missing_criteria": [
        "classification",
        "executive_relevance",
        "founded_year",
        "headquarters",
        "operating_geography",
        "offerings",
        "industries",
        "source_breadth",
        "fact_depth"
      ],
      "source_count": 1,
      "fact_count": 1,
      "last_verified": "2026-08-11",
      "research_priority": "P1"
    },
    {
      "entity_id": "ent_bank_of_america",
      "name": "Bank of America",
      "slug": "bank-of-america",
      "primary_category": "Banks",
      "editorial_priority": null,
      "score": 25,
      "tier": "basic",
      "tier_label": "Basic",
      "completed_criteria": [
        "identity",
        "inclusion_basis",
        "semantic_profile",
        "freshness"
      ],
      "missing_criteria": [
        "classification",
        "executive_relevance",
        "founded_year",
        "headquarters",
        "operating_geography",
        "offerings",
        "industries",
        "source_breadth",
        "fact_depth"
      ],
      "source_count": 1,
      "fact_count": 1,
      "last_verified": "2026-08-11",
      "research_priority": "P1"
    },
    {
      "entity_id": "ent_blackstone",
      "name": "Blackstone",
      "slug": "blackstone",
      "primary_category": "Private Equity",
      "editorial_priority": null,
      "score": 25,
      "tier": "basic",
      "tier_label": "Basic",
      "completed_criteria": [
        "identity",
        "inclusion_basis",
        "semantic_profile",
        "freshness"
      ],
      "missing_criteria": [
        "classification",
        "executive_relevance",
        "founded_year",
        "headquarters",
        "operating_geography",
        "offerings",
        "industries",
        "source_breadth",
        "fact_depth"
      ],
      "source_count": 1,
      "fact_count": 1,
      "last_verified": "2026-08-11",
      "research_priority": "P1"
    },
    {
      "entity_id": "ent_bcg",
      "name": "Boston Consulting Group",
      "slug": "boston-consulting-group",
      "primary_category": "Consulting",
      "editorial_priority": null,
      "score": 25,
      "tier": "basic",
      "tier_label": "Basic",
      "completed_criteria": [
        "identity",
        "inclusion_basis",
        "semantic_profile",
        "freshness"
      ],
      "missing_criteria": [
        "classification",
        "executive_relevance",
        "founded_year",
        "headquarters",
        "operating_geography",
        "offerings",
        "industries",
        "source_breadth",
        "fact_depth"
      ],
      "source_count": 1,
      "fact_count": 1,
      "last_verified": "2026-08-11",
      "research_priority": "P1"
    },
    {
      "entity_id": "ent_citi",
      "name": "Citi",
      "slug": "citi",
      "primary_category": "Banks",
      "editorial_priority": null,
      "score": 25,
      "tier": "basic",
      "tier_label": "Basic",
      "completed_criteria": [
        "identity",
        "inclusion_basis",
        "semantic_profile",
        "freshness"
      ],
      "missing_criteria": [
        "classification",
        "executive_relevance",
        "founded_year",
        "headquarters",
        "operating_geography",
        "offerings",
        "industries",
        "source_breadth",
        "fact_depth"
      ],
      "source_count": 1,
      "fact_count": 1,
      "last_verified": "2026-08-11",
      "research_priority": "P1"
    },
    {
      "entity_id": "ent_evercore",
      "name": "Evercore",
      "slug": "evercore",
      "primary_category": "Investment Banks",
      "editorial_priority": null,
      "score": 25,
      "tier": "basic",
      "tier_label": "Basic",
      "completed_criteria": [
        "identity",
        "inclusion_basis",
        "semantic_profile",
        "freshness"
      ],
      "missing_criteria": [
        "classification",
        "executive_relevance",
        "founded_year",
        "headquarters",
        "operating_geography",
        "offerings",
        "industries",
        "source_breadth",
        "fact_depth"
      ],
      "source_count": 1,
      "fact_count": 1,
      "last_verified": "2026-08-11",
      "research_priority": "P1"
    },
    {
      "entity_id": "ent_ey",
      "name": "EY",
      "slug": "ey",
      "primary_category": "Accounting",
      "editorial_priority": null,
      "score": 25,
      "tier": "basic",
      "tier_label": "Basic",
      "completed_criteria": [
        "identity",
        "inclusion_basis",
        "semantic_profile",
        "freshness"
      ],
      "missing_criteria": [
        "classification",
        "executive_relevance",
        "founded_year",
        "headquarters",
        "operating_geography",
        "offerings",
        "industries",
        "source_breadth",
        "fact_depth"
      ],
      "source_count": 1,
      "fact_count": 1,
      "last_verified": "2026-08-11",
      "research_priority": "P1"
    },
    {
      "entity_id": "ent_heidrick_struggles",
      "name": "Heidrick & Struggles",
      "slug": "heidrick-struggles",
      "primary_category": "Executive Search",
      "editorial_priority": null,
      "score": 25,
      "tier": "basic",
      "tier_label": "Basic",
      "completed_criteria": [
        "identity",
        "inclusion_basis",
        "semantic_profile",
        "freshness"
      ],
      "missing_criteria": [
        "classification",
        "executive_relevance",
        "founded_year",
        "headquarters",
        "operating_geography",
        "offerings",
        "industries",
        "source_breadth",
        "fact_depth"
      ],
      "source_count": 1,
      "fact_count": 1,
      "last_verified": "2026-08-11",
      "research_priority": "P1"
    },
    {
      "entity_id": "ent_houlihan_lokey",
      "name": "Houlihan Lokey",
      "slug": "houlihan-lokey",
      "primary_category": "Investment Banks",
      "editorial_priority": null,
      "score": 25,
      "tier": "basic",
      "tier_label": "Basic",
      "completed_criteria": [
        "identity",
        "inclusion_basis",
        "semantic_profile",
        "freshness"
      ],
      "missing_criteria": [
        "classification",
        "executive_relevance",
        "founded_year",
        "headquarters",
        "operating_geography",
        "offerings",
        "industries",
        "source_breadth",
        "fact_depth"
      ],
      "source_count": 1,
      "fact_count": 1,
      "last_verified": "2026-08-11",
      "research_priority": "P1"
    },
    {
      "entity_id": "ent_hsbc",
      "name": "HSBC",
      "slug": "hsbc",
      "primary_category": "Banks",
      "editorial_priority": null,
      "score": 25,
      "tier": "basic",
      "tier_label": "Basic",
      "completed_criteria": [
        "identity",
        "inclusion_basis",
        "semantic_profile",
        "freshness"
      ],
      "missing_criteria": [
        "classification",
        "executive_relevance",
        "founded_year",
        "headquarters",
        "operating_geography",
        "offerings",
        "industries",
        "source_breadth",
        "fact_depth"
      ],
      "source_count": 1,
      "fact_count": 1,
      "last_verified": "2026-08-11",
      "research_priority": "P1"
    },
    {
      "entity_id": "ent_kpmg",
      "name": "KPMG",
      "slug": "kpmg",
      "primary_category": "Accounting",
      "editorial_priority": null,
      "score": 25,
      "tier": "basic",
      "tier_label": "Basic",
      "completed_criteria": [
        "identity",
        "inclusion_basis",
        "semantic_profile",
        "freshness"
      ],
      "missing_criteria": [
        "classification",
        "executive_relevance",
        "founded_year",
        "headquarters",
        "operating_geography",
        "offerings",
        "industries",
        "source_breadth",
        "fact_depth"
      ],
      "source_count": 1,
      "fact_count": 1,
      "last_verified": "2026-08-11",
      "research_priority": "P1"
    },
    {
      "entity_id": "ent_agentweb",
      "name": "AgentWeb",
      "slug": "agentweb",
      "primary_category": "Marketing Technology",
      "editorial_priority": "C",
      "score": 35,
      "tier": "basic",
      "tier_label": "Basic",
      "completed_criteria": [
        "identity",
        "classification",
        "executive_relevance",
        "inclusion_basis",
        "freshness"
      ],
      "missing_criteria": [
        "founded_year",
        "headquarters",
        "operating_geography",
        "offerings",
        "industries",
        "semantic_profile",
        "source_breadth",
        "fact_depth"
      ],
      "source_count": 1,
      "fact_count": 9,
      "last_verified": "2026-08-11",
      "research_priority": "P1"
    },
    {
      "entity_id": "ent_code_conductor",
      "name": "Code Conductor",
      "slug": "code-conductor",
      "primary_category": "Artificial Intelligence",
      "editorial_priority": "C",
      "score": 35,
      "tier": "basic",
      "tier_label": "Basic",
      "completed_criteria": [
        "identity",
        "classification",
        "executive_relevance",
        "inclusion_basis",
        "freshness"
      ],
      "missing_criteria": [
        "founded_year",
        "headquarters",
        "operating_geography",
        "offerings",
        "industries",
        "semantic_profile",
        "source_breadth",
        "fact_depth"
      ],
      "source_count": 1,
      "fact_count": 8,
      "last_verified": "2026-08-11",
      "research_priority": "P1"
    },
    {
      "entity_id": "ent_curated_connections",
      "name": "Curated Connections",
      "slug": "curated-connections",
      "primary_category": "Community Technology",
      "editorial_priority": "C",
      "score": 35,
      "tier": "basic",
      "tier_label": "Basic",
      "completed_criteria": [
        "identity",
        "classification",
        "executive_relevance",
        "inclusion_basis",
        "freshness"
      ],
      "missing_criteria": [
        "founded_year",
        "headquarters",
        "operating_geography",
        "offerings",
        "industries",
        "semantic_profile",
        "source_breadth",
        "fact_depth"
      ],
      "source_count": 1,
      "fact_count": 8,
      "last_verified": "2026-08-11",
      "research_priority": "P1"
    },
    {
      "entity_id": "ent_everything_ai",
      "name": "Everything AI",
      "slug": "everything-ai",
      "primary_category": "Artificial Intelligence",
      "editorial_priority": "C",
      "score": 35,
      "tier": "basic",
      "tier_label": "Basic",
      "completed_criteria": [
        "identity",
        "classification",
        "executive_relevance",
        "inclusion_basis",
        "freshness"
      ],
      "missing_criteria": [
        "founded_year",
        "headquarters",
        "operating_geography",
        "offerings",
        "industries",
        "semantic_profile",
        "source_breadth",
        "fact_depth"
      ],
      "source_count": 1,
      "fact_count": 8,
      "last_verified": "2026-08-11",
      "research_priority": "P1"
    },
    {
      "entity_id": "ent_hacker_dojo",
      "name": "Hacker Dojo",
      "slug": "hacker-dojo",
      "primary_category": "Executive Communities",
      "editorial_priority": "C",
      "score": 35,
      "tier": "basic",
      "tier_label": "Basic",
      "completed_criteria": [
        "identity",
        "classification",
        "executive_relevance",
        "inclusion_basis",
        "freshness"
      ],
      "missing_criteria": [
        "founded_year",
        "headquarters",
        "operating_geography",
        "offerings",
        "industries",
        "semantic_profile",
        "source_breadth",
        "fact_depth"
      ],
      "source_count": 1,
      "fact_count": 6,
      "last_verified": "2026-08-11",
      "research_priority": "P1"
    },
    {
      "entity_id": "ent_openwater",
      "name": "OpenWater",
      "slug": "openwater",
      "primary_category": "Events Technology",
      "editorial_priority": "C",
      "score": 35,
      "tier": "basic",
      "tier_label": "Basic",
      "completed_criteria": [
        "identity",
        "classification",
        "executive_relevance",
        "inclusion_basis",
        "freshness"
      ],
      "missing_criteria": [
        "founded_year",
        "headquarters",
        "operating_geography",
        "offerings",
        "industries",
        "semantic_profile",
        "source_breadth",
        "fact_depth"
      ],
      "source_count": 1,
      "fact_count": 7,
      "last_verified": "2026-08-11",
      "research_priority": "P1"
    },
    {
      "entity_id": "ent_xtrace",
      "name": "XTrace",
      "slug": "xtrace",
      "primary_category": "AI Infrastructure",
      "editorial_priority": "C",
      "score": 35,
      "tier": "basic",
      "tier_label": "Basic",
      "completed_criteria": [
        "identity",
        "classification",
        "executive_relevance",
        "inclusion_basis",
        "freshness"
      ],
      "missing_criteria": [
        "founded_year",
        "headquarters",
        "operating_geography",
        "offerings",
        "industries",
        "semantic_profile",
        "source_breadth",
        "fact_depth"
      ],
      "source_count": 1,
      "fact_count": 8,
      "last_verified": "2026-08-11",
      "research_priority": "P1"
    },
    {
      "entity_id": "ent_velixar_ai",
      "name": "Velixar AI",
      "slug": "velixar-ai",
      "primary_category": "AI Infrastructure",
      "editorial_priority": "C",
      "score": 40,
      "tier": "developing",
      "tier_label": "Developing",
      "completed_criteria": [
        "identity",
        "classification",
        "executive_relevance",
        "inclusion_basis",
        "fact_depth",
        "freshness"
      ],
      "missing_criteria": [
        "founded_year",
        "headquarters",
        "operating_geography",
        "offerings",
        "industries",
        "semantic_profile",
        "source_breadth"
      ],
      "source_count": 1,
      "fact_count": 11,
      "last_verified": "2026-08-11",
      "research_priority": "P1"
    },
    {
      "entity_id": "ent_paygentic",
      "name": "Paygentic",
      "slug": "paygentic",
      "primary_category": "CFO Technology",
      "editorial_priority": "B",
      "score": 45,
      "tier": "developing",
      "tier_label": "Developing",
      "completed_criteria": [
        "identity",
        "classification",
        "executive_relevance",
        "inclusion_basis",
        "semantic_profile",
        "freshness"
      ],
      "missing_criteria": [
        "founded_year",
        "headquarters",
        "operating_geography",
        "offerings",
        "industries",
        "source_breadth",
        "fact_depth"
      ],
      "source_count": 1,
      "fact_count": 6,
      "last_verified": "2026-08-11",
      "research_priority": "P1"
    },
    {
      "entity_id": "ent_indian_hills_advisors",
      "name": "Indian Hills Advisors",
      "slug": "indian-hills-advisors",
      "primary_category": "M&A Advisors",
      "editorial_priority": "A",
      "score": 55,
      "tier": "developing",
      "tier_label": "Developing",
      "completed_criteria": [
        "identity",
        "classification",
        "executive_relevance",
        "inclusion_basis",
        "semantic_profile",
        "source_breadth",
        "freshness"
      ],
      "missing_criteria": [
        "founded_year",
        "headquarters",
        "operating_geography",
        "offerings",
        "industries",
        "fact_depth"
      ],
      "source_count": 3,
      "fact_count": 9,
      "last_verified": "2026-08-11",
      "research_priority": "P1"
    },
    {
      "entity_id": "ent_chameleon_ventures",
      "name": "Chameleon Ventures",
      "slug": "chameleon-ventures",
      "primary_category": "Venture Capital",
      "editorial_priority": "B",
      "score": 60,
      "tier": "substantial",
      "tier_label": "Substantial",
      "completed_criteria": [
        "identity",
        "classification",
        "executive_relevance",
        "inclusion_basis",
        "offerings",
        "industries",
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