Fraud Risk Management in Insurance
Domain scope
Fraud Risk Management in Insurance tests how an insurer identifies, assesses, controls, detects, investigates and reports fraud across underwriting, claims, distribution and internal operations. The exam expects a risk-based framework, not a list of isolated checks: governance, fraud risk appetite, a fraud register, red-flag analytics, case management and recovery.
Core rules and concepts
- Governance: board-approved fraud policy, a named owner and the three lines of defense; business units own the risk, risk and compliance oversee it, and internal audit tests it.
- Fraud risk assessment: rank inherent risk by fraud type and channel; assess likelihood and impact; map preventive and detective controls; residual risk must sit within appetite.
- Prevention: identity and document provenance checks, disclosure questions, segregation of duties, maker-checker payments, intermediary due diligence, and conflicts screening.
- Detection: red flags, exception reports, text mining, network and link analysis, claims leakage indicators, and whistleblowing channels.
- Response: preserve evidence, investigate proportionately, interview, recover overpayments, report to regulators or police where the threshold is met, and feed lessons into controls.
- Conduct: data privacy and fair treatment still apply; suspicion is not proof, and automatic decline without review is unsafe.
Worked example
A motor theft claim is reported 45 days after the incident; the policy has unpaid premium; the repair estimate includes pre-existing damage; and the claimant's address changed twice in six months. The risk score is high, so payment is paused and the case goes to the special investigation unit. The investigator verifies policy inception, premium history, vehicle ownership, mileage and previous claims; interviews the claimant separately from the repairer; and checks document metadata. If inconsistencies remain, the claim is declined for misrepresentation and recorded and reported under the insurer's fraud procedure. If evidence is inconclusive, pay only the proven loss and close with a control recommendation.
Traps
Treating a red flag as proof; ignoring internal fraud; measuring detection counts without recovery or prevention outcomes; failing to document the investigation; and letting fraud controls breach privacy or fair-treatment rules.