{
  "manifest_version": "2026.09.3",
  "brand": "DenQAI",
  "purpose": "Canonical governance for seven supplied DenQAI sources, public claims, terminology, formulas, product status, and publication use.",
  "source_policy": "Originals remain unchanged. Six historical research sources and one product specification have separate records. Public reuse requires current claim, definition, formula, and capability review.",
  "source_records": [
    {
      "record_id": "CORPUS-SRC-01",
      "label": "Buildout, operations, and revenue-cycle library",
      "status": "partially-verified",
      "product_status": "research-only",
      "publication_use": "internal-research"
    },
    {
      "record_id": "CORPUS-SRC-02",
      "label": "Dental knowledge library master",
      "status": "partially-verified",
      "product_status": "research-only",
      "publication_use": "internal-research"
    },
    {
      "record_id": "CORPUS-SRC-03",
      "label": "Practice acquisition and independent-growth library",
      "status": "partially-verified",
      "product_status": "research-only",
      "publication_use": "internal-research"
    },
    {
      "record_id": "CORPUS-SRC-04",
      "label": "The Endangered Private Dental Practice article",
      "status": "rejected",
      "product_status": "research-only",
      "publication_use": "do-not-publish-as-written"
    },
    {
      "record_id": "CORPUS-SRC-05",
      "label": "Patient growth, associates, and specialty-acquisition library",
      "status": "partially-verified",
      "product_status": "research-only",
      "publication_use": "internal-research"
    },
    {
      "record_id": "CORPUS-SRC-06",
      "label": "Transaction stack, lenders, brokers, and independent-ownership library",
      "status": "partially-verified",
      "product_status": "research-only",
      "publication_use": "internal-research"
    },
    {
      "record_id": "CORPUS-SRC-07",
      "label": "Practice Flow staffing scheduling and marketing calculator plan",
      "status": "partially-verified",
      "product_status": "research-only",
      "publication_use": "internal-research",
      "record_type": "product-specification"
    }
  ],
  "evidence_axes": [
    "source_kind",
    "support_relationship",
    "verification_state",
    "authority_for_claim",
    "jurisdiction",
    "source_date",
    "reviewed_on",
    "next_review",
    "commercial_interest",
    "publication_use"
  ],
  "capability_classes": [
    "local-educational",
    "hypothetical-ideal",
    "future-secure-service",
    "professional-workflow",
    "prohibited-input"
  ],
  "current_formula_versions": {
    "FML-ACQ-REPEATABLE-COLLECTIONS": "2.1.0",
    "FML-RCM-PERIOD-CASH": "2.2.0",
    "FML-PAYER-CONTINUITY": "1.1.0",
    "FML-STARTUP-CONTROL": "1.1.0",
    "FML-SPECIALTY-EARNINGS": "3.2.0",
    "FML-PURCH-LANDED-COST": "2.0.0",
    "FML-SUCCESSION-PV": "2.2.0",
    "FML-ENTRY-DIMENSIONS": "3.2.0",
    "FML-TEAM-CONTINUITY": "3.2.0",
    "FML-PRACTICE-FLOW": "1.4.0"
  },
  "publication_blocks": [
    "The Word article must not be published as written.",
    "A composite score must not hide an unresolved safety check.",
    "Patient-identifiable records, unredacted transaction documents, live credentials, unnecessary employee personal data, and undisclosed recordings are prohibited in public tools.",
    "A future secure or shared service must not be presented as a current DenQAI capability or legal safe harbor."
  ]
}