Life Insurance Claims

Fake life insurance death claims, including a marked set of fraudulent ones.

Rows
130
Region
India
Labeled PII
Yes
Fraud labels
Yes

What you can test with it

  • Score a DLP, redaction or PII-detection system against the ground-truth answer key — every sensitive field is already labeled.
  • Evaluate fraud detection: a labeled fraudulent subset is included, so precision and recall are measurable rather than estimated.
  • Test life-insurance claims processing and fraud detection on India-shaped data rather than US-shaped placeholders.
  • Populate a lower environment, demo or training set without touching real customer data.

Fields

  • claim_ref
  • policy_ref
  • member_ref
  • insurer_name
  • policy_type
  • employer_name
  • insured_ref
  • claimant_ref
  • claims_processor_ref
  • nominee_ref
  • nominee_relationship
  • date_of_death
  • cause_of_death
  • claim_filed_date
  • sum_assured_claimed_minor
  • approved_amount_minor
  • status
  • rejection_reason
  • is_fraud
  • fraud_signal
  • fraud_evidence
  • sum_assured_minor
  • policy_status
  • region_code
  • country_code

Related datasets

Is this data safe to use?

Yes. Every record is generated, never derived from or masked from real people, and every identifier is non-issuable by construction — correctly formatted, but failing checksum validation or using a reserved range so it can never match a real person or institution.