VELARU MANDATE EXHIBIT PACK — TELECOM FRAUD DETECTION AI
Jurisdiction: Switzerland (ch)
Modality: Text / Chat
Program: Velaru Telecom Fraud Detection AI · Switzerland (galactic_telecom_fraud_ch)
Product ID: telecom_fraud:ch:bundle:text
Vertical: telecom_fraud
Generated: 2026-08-25T06:40:41.784313Z
Authority: Switzerland FINMA AI Pack — Telecom Fraud Detection AI External Validation Pack
Deadline: FADP revised + FINMA AI expectations
Velaru verify: https://velaru-erra.onrender.com/verify

EXHIBIT A — AI INVENTORY
[]

EXHIBIT B — GOVERNANCE FRAMEWORK
{
  "framework": "Velaru Mandate Registry \u2014 Telecom Fraud Detection AI",
  "exhibit_authority": "Switzerland FINMA AI Pack \u2014 Telecom Fraud Detection AI External Validation Pack",
  "regulatory_frameworks": [
    "BSA",
    "FinCEN SAR obligations",
    "FATF Recommendation 16",
    "Revised FADP",
    "FINMA AI guidance",
    "Swiss AI policy"
  ],
  "standards_alignment": [
    "POSS-2",
    "DRP-1",
    "TCB",
    "FRE 707 pre-compliance",
    "ISO 42001"
  ],
  "human_oversight": "execute Telecom Fraud Detection AI AI decision",
  "third_party_verification": "https://velaru-erra.onrender.com/verify (operator-independent)",
  "data_lineage": "Hash-chained Ed25519 receipts; optional RFC3161 + external anchor",
  "mirror_trap": "Niche Telecom Fraud Detection AI deployer owns AI harm \u2014 vertical SaaS vendor owns liability cap. \u00b7 Swiss reinsurance hub \u2014 Munich Re, Swiss Re need asymmetry data with Swiss privacy compliance.",
  "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": "Telecom Fraud Detection AI \u2014 AI decision audit trail required for liability defense",
  "global_leaders_addressed": [
    "Sector regulators",
    "Vertical SaaS platforms",
    "FINMA",
    "Swiss Re",
    "Munich Re",
    "UBS"
  ]
}

MIRROR TRAP (regulatory insight)
Niche Telecom Fraud Detection AI deployer owns AI harm — vertical SaaS vendor owns liability cap. · Swiss reinsurance hub — Munich Re, Swiss Re need asymmetry data with Swiss privacy compliance.

NERVE CARDS — WHY GLOBAL LEADERS CARE
[
  {
    "title": "Niche litigation",
    "body": "Telecom Fraud Detection AI plaintiffs challenge AI decision without independent verify.",
    "source": "vertical"
  },
  {
    "title": "Insurance bind",
    "body": "Sector insurers asking AI governance questions on Telecom Fraud Detection AI accounts.",
    "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": 0,
  "compliant": 0,
  "grace_period": 0,
  "non_compliant": 0,
  "expired": 0,
  "not_enrolled": 0,
  "compliant_pct": 0.0
}

TAM / EXPOSURE: Global Telecom Fraud Detection AI market
INSURANCE LINES: E&O, Cyber, Sector liability

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