VELARU MANDATE EXHIBIT PACK — DENTAL AI DIAGNOSTICS
Jurisdiction: France (fr)
Modality: Text / Chat
Program: Velaru Dental AI Diagnostics · France (galactic_dental_ai_fr)
Product ID: dental_ai:fr:bundle:text
Vertical: dental_ai
Generated: 2026-08-23T18:30:27.189338Z
Authority: France CNIL AI Pack — Dental AI Diagnostics External Validation Pack
Deadline: EU AI Act + sector regulator
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": "France CNIL AI Pack \u2014 Dental AI Diagnostics External Validation Pack",
  "regulatory_frameworks": [
    "HIPAA",
    "FDA SaMD guidance",
    "EU AI Act Annex III",
    "EU AI Act",
    "CNIL AI recommendations",
    "GDPR",
    "French AI Act"
  ],
  "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 CNIL among most aggressive EU DPAs on AI \u2014 French language audit trail required.",
  "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",
    "CNIL",
    "Mistral AI",
    "AMF",
    "ACPR"
  ]
}

MIRROR TRAP (regulatory insight)
Niche Dental AI Diagnostics deployer owns AI harm — vertical SaaS vendor owns liability cap. · CNIL among most aggressive EU DPAs on AI — French language audit trail required.

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": "[France] Sovereign AI",
    "body": "France pushing Mistral/sovereign stack \u2014 receipts prove which model decided.",
    "source": "jurisdiction"
  },
  {
    "title": "[France] AMF scrutiny",
    "body": "French financial markets AI \u2014 AMF expects algorithm documentation.",
    "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.