VELARU MANDATE EXHIBIT PACK — ALGORITHMIC PRICE DISCRIMINATION
Jurisdiction: France (fr)
Modality: Text / Chat
Program: Velaru Algorithmic Price Discrimination · France (galactic_price_discrimination_fr)
Product ID: price_discrimination:fr:bundle:text
Vertical: price_discrimination
Generated: 2026-08-22T15:10:21.847566Z
Authority: France CNIL AI Pack — Algorithmic Pricing Fairness Pack
Deadline: FTC algorithmic pricing scrutiny + EU Annex III
Velaru verify: https://velaru.xyz/verify

EXHIBIT A — AI INVENTORY
[
  {
    "named_entity": "Velari",
    "slug": "velari",
    "ai_use_case": "AI-assisted Algorithmic Price Discrimination decisions",
    "vertical": "price_discrimination",
    "risk_tier": "elevated",
    "external_validation": "Velaru independent receipt verification",
    "handler_receipt_lock": "https://velaru.onrender.com/r/4c58eac890bfd031ce2189de5a1ca9ea292a0c837f5f535daf164aef34f31e53",
    "compliance_state": "non_compliant",
    "asymmetry_grade": "A",
    "found_scripture_export": "https://velaru.xyz/bundle/pre-dispute/d8fb129c0c0c78d05256/export.txt",
    "diligence_url": "https://velaru.xyz/diligence/velari"
  },
  {
    "named_entity": "LinkAudit Test",
    "slug": "linkaudit-test",
    "ai_use_case": "AI-assisted Algorithmic Price Discrimination decisions",
    "vertical": "price_discrimination",
    "risk_tier": "elevated",
    "external_validation": "Velaru independent receipt verification",
    "handler_receipt_lock": "https://velaru.onrender.com/r/58ddedd1974156453bc55daef6a9857d8570d56388becbb2a80bf5bac76b771b",
    "compliance_state": "non_compliant",
    "asymmetry_grade": "A",
    "found_scripture_export": "https://velaru.xyz/bundle/pre-dispute/78aa6e3f3a84cf1a88c0/export.txt",
    "diligence_url": "https://velaru.xyz/diligence/linkaudit-test"
  },
  {
    "named_entity": "Link Audit Co",
    "slug": "link-audit-co",
    "ai_use_case": "AI-assisted Algorithmic Price Discrimination decisions",
    "vertical": "price_discrimination",
    "risk_tier": "elevated",
    "external_validation": "Velaru independent receipt verification",
    "handler_receipt_lock": "https://velaru.onrender.com/r/d00533b7b6c0495802b4250abd5c29f60bd9f2ad3fb141bba2d9a5afee5f5542",
    "compliance_state": "non_compliant",
    "asymmetry_grade": "A",
    "found_scripture_export": "https://velaru.xyz/bundle/pre-dispute/fea572f3996c4b963779/export.txt",
    "diligence_url": "https://velaru.xyz/diligence/link-audit-co"
  }
]

EXHIBIT B — GOVERNANCE FRAMEWORK
{
  "framework": "Velaru Mandate Registry \u2014 Algorithmic Price Discrimination",
  "exhibit_authority": "France CNIL AI Pack \u2014 Algorithmic Pricing Fairness Pack",
  "regulatory_frameworks": [
    "FTC Section 5",
    "Robinson-Patman Act",
    "EU AI Act Annex III",
    "State price gouging statutes",
    "CFPB UDAAP",
    "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": "set dynamic price",
  "third_party_verification": "https://velaru.xyz/verify (operator-independent)",
  "data_lineage": "Hash-chained Ed25519 receipts; optional RFC3161 + external anchor",
  "mirror_trap": "Insurer uses AI pricing \u2014 state DOI asks for rate filing support \u2014 receipt beats actuarial memo. \u00b7 CNIL among most aggressive EU DPAs on AI \u2014 French language audit trail required.",
  "chain_integrity": {
    "depth": 484,
    "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": "FTC v. Amazon pricing algorithm \u2014 prove price at decision time or treble damages",
  "global_leaders_addressed": [
    "FTC",
    "Amazon",
    "Progressive",
    "EU Commission",
    "State AGs",
    "CNIL",
    "Mistral AI",
    "AMF"
  ]
}

MIRROR TRAP (regulatory insight)
Insurer uses AI pricing — state DOI asks for rate filing support — receipt beats actuarial memo. · CNIL among most aggressive EU DPAs on AI — French language audit trail required.

NERVE CARDS — WHY GLOBAL LEADERS CARE
[
  {
    "title": "ZIP proxy",
    "body": "Same redlining logic as tenant screening applied to insurance pricing.",
    "source": "vertical"
  },
  {
    "title": "CFPB UDAAP",
    "body": "Unfair pricing to protected class \u2014 AI without audit = strict liability inference.",
    "source": "vertical"
  },
  {
    "title": "EU Art 5",
    "body": "Prohibited manipulation of vulnerable consumers through AI pricing.",
    "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": 3,
  "compliant": 0,
  "grace_period": 0,
  "non_compliant": 3,
  "expired": 0,
  "not_enrolled": 0,
  "compliant_pct": 0.0
}

TAM / EXPOSURE: Dynamic pricing everywhere · Robinson-Patman revival debate
INSURANCE LINES: E&O, Class action defense, D&O

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