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 Auto Insurance Claims v1

Name: Synthetic Auto Insurance Claims v1
Creator: CertifiedData.io
License: https://certifieddata.io/terms

Certified synthetic auto insurance claims dataset for claims severity modeling and fraud detection system development.

Hash Algorithm

SHA256

Algorithm

CTGAN

Rows

160,000

Columns

Artifact record

Artifact Hash: sha256:d67a0b0f03a6499755fe364a2b44e4ad9ef692779d25cb951b7f4ce2e4eafade
Certificate ID: Not yet certified
Issuer: CertifiedData.io
Schema Version: 1.0
File Format: CSV
Use Case: auto-claims-modeling
Registered: April 1, 2026

Proof surfaces

This entry is registered but not yet certified — there is no certificate, signature, or transparency-log entry to verify against.

How verification works →Certify an artifact →

Description

Synthetic Auto Insurance Claims 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 Auto Insurance Claims v1",
  "slug": "synthetic-auto-insurance-claims-v1",
  "category": "registry",
  "artifact_type": "dataset",
  "certification_status": "unverified",
  "issuer": "CertifiedData.io",
  "artifact_hash": "sha256:d67a0b0f03a6499755fe364a2b44e4ad9ef692779d25cb951b7f4ce2e4eafade",
  "hash_algorithm": "SHA256",
  "schema_version": "1.0",
  "signing_algorithm": "Ed25519",
  "canonical_url": "https://certifieddata.io/registry/synthetic-auto-insurance-claims-v1",
  "verification_auth_required": false,
  "openapi_spec": "https://certifieddata.io/openapi.json",
  "generation_algorithm": "CTGAN",
  "rows": 160000,
  "columns": 18,
  "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.

✓Auto claims severity prediction model training
✓Telematics-based risk scoring development
✓Claims fraud detection model benchmarking
✓Actuarial model validation with synthetic claims data
✓Subrogation analytics pipeline testing

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.

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