{
  "manifest_version": "2026.07.3",
  "brand": "DenQAI",
  "purpose": "Canonical governance for the six DenQAI research sources, public claims, terminology, formulas, product status, privacy, and publication use.",
  "source_policy": "The six supplied files are preserved as research appendices. Public guidance must resolve through current claim, definition, formula, capability, and product records.",
  "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"}
  ],
  "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": "2.0.0",
    "FML-RCM-PERIOD-CASH": "2.0.0",
    "FML-PAYER-CONTINUITY": "1.0.0",
    "FML-SPECIALTY-EARNINGS": "3.1.0",
    "FML-PURCH-LANDED-COST": "2.0.0",
    "FML-SUCCESSION-PV": "2.0.0",
    "FML-ENTRY-DIMENSIONS": "3.1.0",
    "FML-TEAM-CONTINUITY": "3.1.0"
  },
  "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    "The Word article must not be published as written.",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."
  ]
}