VELARU MANDATE EXHIBIT PACK — EDUCATION / ADMISSIONS
Jurisdiction: Switzerland (ch)
Modality: Text / Chat
Program: Velaru Education / Admissions · Switzerland (galactic_education_ch)
Product ID: education:ch:bundle:text
Vertical: education
Generated: 2026-08-20T00:27:51.349053Z
Authority: Switzerland FINMA AI Pack — Admissions AI Fairness + FERPA 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 Education / Admissions decisions",
    "vertical": "education",
    "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 Education / Admissions decisions",
    "vertical": "education",
    "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 Education / Admissions decisions",
    "vertical": "education",
    "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 Education / Admissions",
  "exhibit_authority": "Switzerland FINMA AI Pack \u2014 Admissions AI Fairness + FERPA Pack",
  "regulatory_frameworks": [
    "FERPA",
    "Title VI",
    "EU AI Act Annex III",
    "Revised FADP",
    "FINMA AI guidance",
    "Swiss AI policy"
  ],
  "standards_alignment": [
    "POSS-2",
    "DRP-1",
    "TCB",
    "FRE 707 pre-compliance",
    "ISO 42001"
  ],
  "human_oversight": "admit/deny applicant",
  "third_party_verification": "https://velaru.xyz/verify (operator-independent)",
  "data_lineage": "Hash-chained Ed25519 receipts; optional RFC3161 + external anchor",
  "mirror_trap": "Legacy preference algorithms in discovery \u2014 universities cannot produce decision audit from 2019 cycle. \u00b7 Swiss reinsurance hub \u2014 Munich Re, Swiss Re need asymmetry data with Swiss privacy compliance.",
  "chain_integrity": {
    "depth": 508,
    "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": "Same Mobley logic as hiring \u2014 filtering = discrimination agent",
  "global_leaders_addressed": [
    "College Board",
    "Common App",
    "DOE OCR",
    "Harvard admissions litigation",
    "FINMA",
    "Swiss Re",
    "Munich Re",
    "UBS"
  ]
}

MIRROR TRAP (regulatory insight)
Legacy preference algorithms in discovery — universities cannot produce decision audit from 2019 cycle. · Swiss reinsurance hub — Munich Re, Swiss Re need asymmetry data with Swiss privacy compliance.

NERVE CARDS — WHY GLOBAL LEADERS CARE
[
  {
    "title": "Title VI",
    "body": "Disparate impact in admissions AI \u2014 OCR investigation pattern established.",
    "source": "vertical"
  },
  {
    "title": "FERPA + AI",
    "body": "Student records in training data \u2014 receipt proves what model saw at decision time.",
    "source": "vertical"
  },
  {
    "title": "EU students",
    "body": "Annex III high-risk for EU university admissions \u2014 US schools recruiting EU students hit both.",
    "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: 4,000+ US colleges · admissions AI under Title VI scrutiny
INSURANCE LINES: Institutional liability, E&O

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