VELARU MANDATE EXHIBIT PACK — DENTAL AI DIAGNOSTICS
Jurisdiction: Florida (us_fl)
Modality: Text / Chat
Program: Velaru Dental AI Diagnostics · Florida (galactic_dental_ai_us_fl)
Product ID: dental_ai:us_fl:bundle:text
Vertical: dental_ai
Generated: 2026-08-23T18:17:27.048846Z
Authority: Florida OIR AI Pack — Dental AI Diagnostics External Validation Pack
Deadline: FL HB 919 AI disclosure + property insurance crisis
Velaru verify: https://velaru-erra.onrender.com/verify

EXHIBIT A — AI INVENTORY
[]

EXHIBIT B — GOVERNANCE FRAMEWORK
{
  "framework": "Velaru Mandate Registry \u2014 Dental AI Diagnostics",
  "exhibit_authority": "Florida OIR AI Pack \u2014 Dental AI Diagnostics External Validation Pack",
  "regulatory_frameworks": [
    "HIPAA",
    "FDA SaMD guidance",
    "EU AI Act Annex III",
    "FL HB 919",
    "Florida Information Protection Act",
    "Citizens Property Insurance"
  ],
  "standards_alignment": [
    "POSS-2",
    "DRP-1",
    "TCB",
    "FRE 707 pre-compliance",
    "ISO 42001"
  ],
  "human_oversight": "execute Dental AI Diagnostics AI decision",
  "third_party_verification": "https://velaru-erra.onrender.com/verify (operator-independent)",
  "data_lineage": "Hash-chained Ed25519 receipts; optional RFC3161 + external anchor",
  "mirror_trap": "Niche Dental AI Diagnostics deployer owns AI harm \u2014 vertical SaaS vendor owns liability cap. \u00b7 Florida property insurers using AI for claims while Citizens backs up market \u2014 AI claim denial = political lightning rod.",
  "chain_integrity": {
    "depth": 6,
    "invariant_holds": true
  }
}

EXHIBIT D — DATA INPUTS & VALIDATION
{
  "data_validation_method": "Cryptographic receipt per AI decision; public verify without trusting deployer, vendor, or Velaru operator",
  "bias_testing_proxy": "Asymmetry score from live chain signals",
  "model_change_control": "Policy lock registry \u2014 criteria hash frozen pre-dispute",
  "logging_retention": "90-day pre-dispute window minimum; permanent verify permalinks",
  "external_validator": "Nisaba LLC / Velaru",
  "validator_independence": "Client-side Ed25519 verify; BYOK tri-receipt optional",
  "headline_stat": "Dental AI Diagnostics \u2014 AI decision audit trail required for liability defense",
  "global_leaders_addressed": [
    "Sector regulators",
    "Vertical SaaS platforms",
    "Florida OIR",
    "Citizens Property",
    "Universal Property"
  ]
}

MIRROR TRAP (regulatory insight)
Niche Dental AI Diagnostics deployer owns AI harm — vertical SaaS vendor owns liability cap. · Florida property insurers using AI for claims while Citizens backs up market — AI claim denial = political lightning rod.

NERVE CARDS — WHY GLOBAL LEADERS CARE
[
  {
    "title": "Niche litigation",
    "body": "Dental AI Diagnostics plaintiffs challenge AI decision without independent verify.",
    "source": "vertical"
  },
  {
    "title": "Insurance bind",
    "body": "Sector insurers asking AI governance questions on Dental AI Diagnostics accounts.",
    "source": "vertical"
  },
  {
    "title": "[Florida] Hurricane claims AI",
    "body": "Post-Idalia/Ian claims AI scrutiny \u2014 bad faith with AI lowball estimate.",
    "source": "jurisdiction"
  },
  {
    "title": "[Florida] Surplus lines",
    "body": "Florida largest homeowners market collapse \u2014 AI underwriting receipt mandatory for OIR exam.",
    "source": "jurisdiction"
  },
  {
    "title": "[Text / Chat] Modality hook",
    "body": "Baseline \u2014 all frameworks apply to text decisions.",
    "source": "modality"
  }
]

BOOK SUMMARY: {
  "total_insureds": 0,
  "compliant": 0,
  "grace_period": 0,
  "non_compliant": 0,
  "expired": 0,
  "not_enrolled": 0,
  "compliant_pct": 0.0
}

TAM / EXPOSURE: Global Dental AI Diagnostics market
INSURANCE LINES: E&O, Cyber, Sector liability

DISCLAIMER: External validation evidence pack — not legal advice, not filed rate approval.