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This page is a synthetic dataset in the CertifiedData AI Artifact Registry — a public index of synthetic datasets, AI models, and certified AI artifacts with cryptographic provenance records. This entry has been registered and its SHA-256 fingerprint recorded. Synthetic data certification has not yet been issued. Once certified, an Ed25519 signature is generated and permanently linked to this record, enabling independent verification. It is categorized under insurance.

Uncertifieddatasetinsurance

Synthetic Life Underwriting Dataset v1

Certified synthetic life underwriting dataset for risk model development and actuarial model validation.

Hash Algorithm
SHA256
Algorithm
CTGAN
Rows
75,000
Columns
21
Verification count4
Last verifiedApr 11, 2026

Artifact record

Artifact Hash
sha256:9f965c9d70a6b2e7b0872ee1802539670d18ee6890f54e1749b64bf1112173f4
Certificate ID
Not yet certified
Issuer
CertifiedData.io
Schema Version
1.0
File Format
CSV
Use Case
life-underwriting-risk
Registered
April 1, 2026

Description

Synthetic Life Underwriting Dataset v1 is a synthetic tabular dataset generated with CTGAN and certified by CertifiedData.io for AI testing, model evaluation, and synthetic data workflows.

Machine-readable record

Canonical JSON summary of this artifact for agents, systems, and developers. The certificate_id is the stable reference for verification via POST /api/verify.

Machine-readable summary (for agents and systems)

{
  "term": "Synthetic Life Underwriting Dataset v1",
  "slug": "synthetic-life-underwriting-dataset-v1",
  "category": "registry",
  "artifact_type": "dataset",
  "certification_status": "unverified",
  "issuer": "CertifiedData.io",
  "artifact_hash": "sha256:9f965c9d70a6b2e7b0872ee1802539670d18ee6890f54e1749b64bf1112173f4",
  "hash_algorithm": "SHA256",
  "schema_version": "1.0",
  "signing_algorithm": "Ed25519",
  "canonical_url": "https://certifieddata.io/registry/synthetic-life-underwriting-dataset-v1",
  "verification_auth_required": false,
  "openapi_spec": "https://certifieddata.io/openapi.json",
  "generation_algorithm": "CTGAN",
  "rows": 75000,
  "columns": 21,
  "industry": "insurance"
}

Use cases for this synthetic dataset

This registered synthetic dataset can be used in standard workflows. Add certification to enable independent verification for compliance and audit use cases.

  • Life insurance risk model training without real applicant data
  • Mortality and morbidity model benchmarking
  • Underwriting workflow automation testing
  • Actuarial model validation and regulatory documentation
  • NAIC compliance documentation for AI underwriting models

What this record proves

This listing has a recorded SHA-256 fingerprint. Certification adds:

  • +A machine-verifiable Ed25519 digital certificate
  • +SHA-256 fingerprint permanently linked to the certificate record
  • +Independent verification — no trust in CertifiedData required
  • +Persistent certificate ID for audit trail and governance documentation
  • +Stronger provenance chain for regulatory filings (GDPR, HIPAA, EU AI Act)

What is a synthetic dataset listing?

A synthetic dataset listing is a registered synthetic dataset in the CertifiedData registry with a recorded SHA-256 fingerprint. Once certified, it receives an Ed25519-signed certificate enabling independent verification by any party.

Learn about AI artifact certification →
Synthetic Life Underwriting Dataset v1 — Synthetic Dataset | Insurance | CertifiedData | CertifiedData