Claims

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Run claims risk-based, in real time.

A productised AI workforce for Heads of Claims and Chief Claims Officers. Clara handles the full claims process from FNOL to settlement, escalating to a human expert only when expert judgement is what the case actually needs.

Claims is where insurance leaks margin

Volume keeps rising. Customer expectations keep rising. Fraud keeps rising. Headcount doesn't — and the people you do have are spending most of their time on triage and clerical work, not on the cases that need human judgement.

You can't hire your way out of this. You need to redesign the operation around what humans should actually be doing.

Clara-orch

What Clara does

Clara is a productised orchestration agent for claims risk management. She manages risk assessment and decision-making across the insurance claims process from first notification of loss to settlement — and she's built to know when to stop.

Core capabilities:

  • assignment
    FNOL triage and registration.

    Capture, validate, classify and route every claim with full extraction from any input format — voice, web, app, document, email.

  • rule
    Risk-based decisioning.

    Real-time assessment of complexity, fraud signal, severity, jurisdiction and policy fit. Confidence-scored. Escalation when judgement is required.

  • payments
    Settlement orchestration.

    Calculate, recommend and execute settlements within your policy and authority structure, with full reasoning trace.

  • schedule
    Loss Adjustment Expense optimisation.

    Real-time treatment recommendations balancing total cost, queue time, clinical fit and proximity with service partners.

  • shield
    Counter-fraud signal.

    Continuous fraud screening at the case level, flagged into your existing investigation workflow.

Active use cases

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Personal-injury triage

Real-time treatment recommendations at FNOL. 75% acceptance rate, 0% hallucinations reported.

rule

End-to-end claims risk management

Risk assessment and decisioning across the claims book, with full reasoning trace on every action.

How the business case looks

Claims leaders justify Clara on four lines:

  • schedule

    Cycle time.

    Sub-minute FNOL processing. Same-day decisions on a high share of routine cases.

  • water_drop

    Leakage.

    Consistent application of your policies, authorities, and reserve discipline — across every case, every shift, every region.

  • shield

    Fraud savings.

    Continuous screening at every case, not just at sampling.

  • groups

    FTE redeployment.

    Move adjusters off triage and clerical work into the complex cases where their judgement actually pays for itself.

75% of recommendations accepted. 0% hallucinations reported. The agent escalates the cases where escalation is the right call.

What claims leaders ask us first

How does it handle complex or disputed claims?

What if she miscalculates a settlement?

How does she integrate with our claims system?

What about hallucinations on payouts?

Book a 2-hour working session.

We'll map your FNOL or settlement workflow, baseline what Clara can do today, and give you a costed plan.