VELARU MANDATE EXHIBIT PACK — BANK MODEL RISK MANAGEMENT (SR 11-7)
Jurisdiction: Ireland (ie)
Modality: Text / Chat
Program: Velaru Bank Model Risk Management (SR 11-7) · Ireland (galactic_model_risk_ie)
Product ID: model_risk:ie:bundle:text
Vertical: model_risk
Generated: 2026-08-23T06:29:09.868983Z
Authority: Ireland DPC AI Pack — SR 11-7 Model Validation Evidence Pack
Deadline: Freddie Mac AI governance (SR 11-7 baseline)
Velaru verify: https://velaru-erra.onrender.com/verify

EXHIBIT A — AI INVENTORY
[]

EXHIBIT B — GOVERNANCE FRAMEWORK
{
  "framework": "Velaru Mandate Registry \u2014 Bank Model Risk Management (SR 11-7)",
  "exhibit_authority": "Ireland DPC AI Pack \u2014 SR 11-7 Model Validation Evidence Pack",
  "regulatory_frameworks": [
    "Federal Reserve SR 11-7",
    "OCC 2011-12",
    "Basel III Pillar 2",
    "CECL model governance",
    "EU AI Act Annex III",
    "FINRA Rule 3110",
    "EU AI Act",
    "GDPR (lead DPA for Meta/Google)",
    "CBI AI guidance"
  ],
  "standards_alignment": [
    "POSS-2",
    "DRP-1",
    "TCB",
    "FRE 707 pre-compliance",
    "ISO 42001"
  ],
  "human_oversight": "deploy model to production",
  "third_party_verification": "https://velaru-erra.onrender.com/verify (operator-independent)",
  "data_lineage": "Hash-chained Ed25519 receipts; optional RFC3161 + external anchor",
  "mirror_trap": "Banks validate models quarterly but cannot produce per-inference audit \u2014 examiners now ask both. \u00b7 Ireland DPC leads EU enforcement against US tech \u2014 AI decisions in Ireland = DPC jurisdiction.",
  "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": "CMRO must document human review before remediation \u2014 receipt or 483-equivalent",
  "global_leaders_addressed": [
    "Federal Reserve",
    "OCC",
    "JPMorgan",
    "Goldman Sachs",
    "Moody's",
    "DPC",
    "Central Bank of Ireland",
    "Stripe EU"
  ]
}

MIRROR TRAP (regulatory insight)
Banks validate models quarterly but cannot produce per-inference audit — examiners now ask both. · Ireland DPC leads EU enforcement against US tech — AI decisions in Ireland = DPC jurisdiction.

NERVE CARDS — WHY GLOBAL LEADERS CARE
[
  {
    "title": "Model drift",
    "body": "Performance degradation without documented override = consent order pattern.",
    "source": "vertical"
  },
  {
    "title": "Vendor models",
    "body": "Third-party credit models \u2014 bank owns validation, vendor owns nothing.",
    "source": "vertical"
  },
  {
    "title": "CECL correlation",
    "body": "AI loss forecasting for CECL requires auditable assumption chain.",
    "source": "vertical"
  },
  {
    "title": "[Ireland] Tech HQ density",
    "body": "Meta, Google, Apple EU HQ \u2014 AI governance tested in Irish courts first.",
    "source": "jurisdiction"
  },
  {
    "title": "[Ireland] CBI insurance",
    "body": "Irish insurance undertakings \u2014 Solvency II + AI governance overlap.",
    "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: Every OCC-supervised bank · SR 11-7 is law since 2011
INSURANCE LINES: Bank E&O, D&O, Crime

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