VELARU MANDATE EXHIBIT PACK — AI CREDIT SCORING / LENDING
Jurisdiction: Mexico (mx)
Modality: Text / Chat
Program: Velaru AI Credit Scoring / Lending · Mexico (galactic_mortgage_mx)
Product ID: mortgage:mx:bundle:text
Vertical: mortgage
Generated: 2026-08-19T07:31:34.998809Z
Authority: Mexico LFPDPPP Pack — GSE AI Governance QC Audit Pack
Deadline: LFPDPPP + fintech AI guidance
Velaru verify: https://velaru.xyz/verify

EXHIBIT A — AI INVENTORY
[
  {
    "named_entity": "Velari",
    "slug": "velari",
    "ai_use_case": "AI-assisted AI Credit Scoring / Lending decisions",
    "vertical": "mortgage",
    "risk_tier": "elevated",
    "external_validation": "Velaru independent receipt verification",
    "handler_receipt_lock": "https://velaru.onrender.com/r/4c58eac890bfd031ce2189de5a1ca9ea292a0c837f5f535daf164aef34f31e53",
    "compliance_state": "grace_period",
    "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 AI Credit Scoring / Lending decisions",
    "vertical": "mortgage",
    "risk_tier": "elevated",
    "external_validation": "Velaru independent receipt verification",
    "handler_receipt_lock": "https://velaru.onrender.com/r/58ddedd1974156453bc55daef6a9857d8570d56388becbb2a80bf5bac76b771b",
    "compliance_state": "grace_period",
    "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 AI Credit Scoring / Lending decisions",
    "vertical": "mortgage",
    "risk_tier": "elevated",
    "external_validation": "Velaru independent receipt verification",
    "handler_receipt_lock": "https://velaru.onrender.com/r/d00533b7b6c0495802b4250abd5c29f60bd9f2ad3fb141bba2d9a5afee5f5542",
    "compliance_state": "grace_period",
    "asymmetry_grade": "A",
    "found_scripture_export": "https://velaru.xyz/bundle/pre-dispute/fea572f3996c4b963779/export.txt",
    "diligence_url": "https://velaru.xyz/diligence/link-audit-co"
  },
  {
    "named_entity": "Mortgage Audit",
    "slug": "mortgage-audit",
    "ai_use_case": "AI-assisted AI Credit Scoring / Lending decisions",
    "vertical": "mortgage",
    "risk_tier": "elevated",
    "external_validation": "Velaru independent receipt verification",
    "handler_receipt_lock": "https://velaru.onrender.com/r/9725a051f7e70090483d8fc67548ffa6f6554f039031a890435e9d64a70c35f0",
    "compliance_state": "grace_period",
    "asymmetry_grade": "A",
    "found_scripture_export": "https://velaru.xyz/bundle/pre-dispute/552d176e70d1100eaf33/export.txt",
    "diligence_url": "https://velaru.xyz/diligence/mortgage-audit"
  }
]

EXHIBIT B — GOVERNANCE FRAMEWORK
{
  "framework": "Velaru Mandate Registry \u2014 AI Credit Scoring / Lending",
  "exhibit_authority": "Mexico LFPDPPP Pack \u2014 GSE AI Governance QC Audit Pack",
  "regulatory_frameworks": [
    "ECOA",
    "Fair Housing Act",
    "Fannie Mae LL-2026-04",
    "Freddie Mac Section 1302.8",
    "LFPDPPP",
    "CNBV fintech AI",
    "USMCA digital trade"
  ],
  "standards_alignment": [
    "POSS-2",
    "DRP-1",
    "TCB",
    "FRE 707 pre-compliance",
    "ISO 42001"
  ],
  "human_oversight": "sell loan to GSE",
  "third_party_verification": "https://velaru.xyz/verify (operator-independent)",
  "data_lineage": "Hash-chained Ed25519 receipts; optional RFC3161 + external anchor",
  "mirror_trap": "Freddie requires segregation of duties + audit trails Fannie omits \u2014 lenders selling to both must build to the stricter standard. Velaru is that standard. \u00b7 Nearshoring boom \u2014 US companies deploy AI in Mexico plants without Mexican compliance layer.",
  "chain_integrity": {
    "depth": 573,
    "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": "First US sector-specific AI mandate \u2014 QC must query which AI influenced which loan",
  "global_leaders_addressed": [
    "Fannie Mae",
    "Freddie Mac",
    "Rocket Mortgage",
    "Wells Fargo",
    "CFPB",
    "CNBV",
    "INAI",
    "Banorte"
  ]
}

MIRROR TRAP (regulatory insight)
Freddie requires segregation of duties + audit trails Fannie omits — lenders selling to both must build to the stricter standard. Velaru is that standard. · Nearshoring boom — US companies deploy AI in Mexico plants without Mexican compliance layer.

NERVE CARDS — WHY GLOBAL LEADERS CARE
[
  {
    "title": "50 days to compliance",
    "body": "Inventory all AI in origination/servicing \u2014 embedded SaaS counts. Per-loan decision record or fail QC.",
    "source": "vertical"
  },
  {
    "title": "Fair lending discovery",
    "body": "ECOA adverse action requires specific reasons \u2014 AI black box without receipt = automatic CFPB referral pattern.",
    "source": "vertical"
  },
  {
    "title": "Vendor illusion",
    "body": "Lender owns GSE indemnity for vendor AI \u2014 same Mobley logic as hiring, different regulator.",
    "source": "vertical"
  },
  {
    "title": "[Mexico] Maquiladora AI",
    "body": "Manufacturing AI on border \u2014 dual OSHA and Mexican labor exposure.",
    "source": "jurisdiction"
  },
  {
    "title": "[Mexico] USMCA",
    "body": "Cross-border data + AI decisions \u2014 receipt tags jurisdiction for trade compliance.",
    "source": "jurisdiction"
  },
  {
    "title": "[Text / Chat] Modality hook",
    "body": "Baseline \u2014 all frameworks apply to text decisions.",
    "source": "modality"
  }
]

BOOK SUMMARY: {
  "total_insureds": 4,
  "compliant": 0,
  "grace_period": 4,
  "non_compliant": 0,
  "expired": 0,
  "not_enrolled": 0,
  "compliant_pct": 0.0
}

TAM / EXPOSURE: $12T+ US residential origination · every GSE seller/servicer
INSURANCE LINES: E&O, Rep & warranty, Cyber

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