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Fraud & compliance risk
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Surface suspicious claim patterns and reconciliation exceptions, with evidence to guide investigation and strengthen financial controls.

Explore the reports

Evidence behind the next move.

Explore 3 reports across industries. Each connects a business exposure to a decision and the evidence behind it.

  1. The answer

    Yes. The Uber ring was visible at claim three and cost $313K before a federal complaint; ten basis points of loss ratio on US Retail is about $26 million, and the data was already in the claims file.

    Anomaly
    Flag the account, process, or exposure whose risk signal has deviated from its normal pattern before a loss event occurs.
    Benchmark
    Benchmark that exposure against comparable exposures internally, and against industry loss/fraud benchmarks externally.
    Cause
    Isolate the actual causal driver of the risk — a specific behavior pattern, a control gap, a counterparty — rather than flagging the exposure generically.
  2. The answer

    Yes. Six hundred thousand accounts converted on Labor Day and decommissioning waits on clean breaks; a $0.5M control clears the queue without the temps that would eat the synergy, and it can start this week.

    Anomaly
    Flag the account, ledger line, or transaction pattern whose variance has moved outside its normal range before period close.
    Benchmark
    Benchmark that variance against the same account historically, and against comparable business units or peers externally.
    Cause
    Isolate the actual cause — a process change, a specific counterparty, a system migration — rather than just flagging the number as 'off'.
  3. The answer

    Yes. Two prorate histories now settle on one system with new long-haul and oneworld partners; a 0.1 to 0.2 percent leakage cut on a $500 million-plus interline base is $450 to 900K a year, with no headcount attached.

    Anomaly
    Flag the account, ledger line, or transaction pattern whose variance has moved outside its normal range before period close.
    Benchmark
    Benchmark that variance against the same account historically, and against comparable business units or peers externally.
    Cause
    Isolate the actual cause — a process change, a specific counterparty, a system migration — rather than just flagging the number as 'off'.
Liberty MutualRisk · September 2026
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