VELARU MANDATE EXHIBIT PACK — AI CREDIT SCORING / LENDING
Jurisdiction: California (us_ca)
Modality: Text / Chat
Program: Velaru AI Credit Scoring / Lending · California (galactic_mortgage_us_ca)
Product ID: mortgage:us_ca:bundle:text
Vertical: mortgage
Generated: 2026-08-19T23:25:29.935179Z
Authority: California CPRA ADM Pack — GSE AI Governance QC Audit Pack
Deadline: CPRA automated decision-making + AB 5 spillover
Velaru verify: https://velaru-erra.onrender.com/verify

EXHIBIT A — AI INVENTORY
[]

EXHIBIT B — GOVERNANCE FRAMEWORK
{
  "framework": "Velaru Mandate Registry \u2014 AI Credit Scoring / Lending",
  "exhibit_authority": "California CPRA ADM Pack \u2014 GSE AI Governance QC Audit Pack",
  "regulatory_frameworks": [
    "ECOA",
    "Fair Housing Act",
    "Fannie Mae LL-2026-04",
    "Freddie Mac Section 1302.8",
    "CPRA",
    "AB 5",
    "CCPA ADM regulations",
    "Unruh Civil Rights Act"
  ],
  "standards_alignment": [
    "POSS-2",
    "DRP-1",
    "TCB",
    "FRE 707 pre-compliance",
    "ISO 42001"
  ],
  "human_oversight": "sell loan to GSE",
  "third_party_verification": "https://velaru-erra.onrender.com/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 CPRA ADM opt-out requires proof of what automated system decided \u2014 receipt is opt-out infrastructure.",
  "chain_integrity": {
    "depth": 4,
    "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",
    "CPPA",
    "CA AG",
    "Silicon Valley insurers"
  ]
}

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. · CPRA ADM opt-out requires proof of what automated system decided — receipt is opt-out infrastructure.

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": "[California] Trial bar capital",
    "body": "California plaintiffs bar most aggressive on AI \u2014 independent verify changes settlement calculus.",
    "source": "jurisdiction"
  },
  {
    "title": "[California] Tech HQ effect",
    "body": "Every global platform's AI policy tested first in California courts.",
    "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: $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.