VELARU MANDATE EXHIBIT PACK — GOVERNMENT BENEFITS / SOCIAL SECURITY
Jurisdiction: Switzerland (ch)
Modality: Text / Chat
Program: Velaru Government Benefits / Social Security · Switzerland (galactic_government_benefits_ch)
Product ID: government_benefits:ch:bundle:text
Vertical: government_benefits
Generated: 2026-08-19T21:54:33.134225Z
Authority: Switzerland FINMA AI Pack — Benefits Eligibility Algorithm Audit Pack
Deadline: FADP revised + FINMA AI expectations
Velaru verify: https://velaru.xyz/verify

EXHIBIT A — AI INVENTORY
[
  {
    "named_entity": "Velari",
    "slug": "velari",
    "ai_use_case": "AI-assisted Government Benefits / Social Security decisions",
    "vertical": "government_benefits",
    "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 Government Benefits / Social Security decisions",
    "vertical": "government_benefits",
    "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 Government Benefits / Social Security decisions",
    "vertical": "government_benefits",
    "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"
  }
]

EXHIBIT B — GOVERNANCE FRAMEWORK
{
  "framework": "Velaru Mandate Registry \u2014 Government Benefits / Social Security",
  "exhibit_authority": "Switzerland FINMA AI Pack \u2014 Benefits Eligibility Algorithm Audit Pack",
  "regulatory_frameworks": [
    "APA Section 706",
    "SSA regulations",
    "Due Process Clause",
    "Revised FADP",
    "FINMA AI guidance",
    "Swiss AI policy"
  ],
  "standards_alignment": [
    "POSS-2",
    "DRP-1",
    "TCB",
    "FRE 707 pre-compliance",
    "ISO 42001"
  ],
  "human_oversight": "grant/deny benefit",
  "third_party_verification": "https://velaru.xyz/verify (operator-independent)",
  "data_lineage": "Hash-chained Ed25519 receipts; optional RFC3161 + external anchor",
  "mirror_trap": "States using vendor benefits AI \u2014 state owns constitutional violation, vendor owns contract cap. \u00b7 Swiss reinsurance hub \u2014 Munich Re, Swiss Re need asymmetry data with Swiss privacy compliance.",
  "chain_integrity": {
    "depth": 476,
    "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": "Due process requires explainable denial \u2014 Goldberg v Kelly extended to AI era",
  "global_leaders_addressed": [
    "SSA",
    "CMS",
    "UK DWP",
    "ACLU",
    "EU Commission",
    "FINMA",
    "Swiss Re",
    "Munich Re"
  ]
}

MIRROR TRAP (regulatory insight)
States using vendor benefits AI — state owns constitutional violation, vendor owns contract cap. · Swiss reinsurance hub — Munich Re, Swiss Re need asymmetry data with Swiss privacy compliance.

NERVE CARDS — WHY GLOBAL LEADERS CARE
[
  {
    "title": "AFDC legacy",
    "body": "Automated denial without hearing = procedural due process violation \u2014 receipt enables hearing.",
    "source": "vertical"
  },
  {
    "title": "EU FRIA",
    "body": "Fundamental rights impact assessment required for public benefits AI \u2014 Exhibit pack maps to FRIA.",
    "source": "vertical"
  },
  {
    "title": "Medicaid unwinding",
    "body": "AI re-determination errors affected 20M+ \u2014 class actions forming.",
    "source": "vertical"
  },
  {
    "title": "[Switzerland] Reinsurance capital",
    "body": "Geneva/Zurich reinsurers price AI risk \u2014 actuarial feed jurisdiction-scoped.",
    "source": "jurisdiction"
  },
  {
    "title": "[Switzerland] Banking secrecy",
    "body": "Swiss bank AI \u2014 FINMA documentation expectations exceed EU for trading AI.",
    "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": 3,
  "non_compliant": 0,
  "expired": 0,
  "not_enrolled": 0,
  "compliant_pct": 0.0
}

TAM / EXPOSURE: 100M+ benefits recipients US · algorithmic denial litigation
INSURANCE LINES: Municipal liability, Fidelity

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