Success stories · National P&C carrier · Carrier Pilot 001

National P&C carrier modernizes claims expense control

The carrier wanted to determine whether automated claims expense management could improve invoice accuracy, reduce fallout and shorten payment cycles without increasing the manual workload placed on adjusters.

The environment

  • A very large claims expense operation.
  • Manual auditing covering only a fraction of the invoice population.
  • Success measured on accuracy, fallout, processing speed and the ability to scale without adding staff.

The pilot

  • 60 days
  • Four claims service providers
  • Thousands of invoices
  • Automated contract and expense validation
The VIP approach

Control applied inside the workflow.

  1. Invoice received
  2. Contract and fee schedule validation
  3. Business-rule validation
  4. Exception identified
  5. Review
  6. Approved amount
  7. Payment
  8. Performance intelligence
Results

What was measured.

100%of pilot invoices audited, compared with about 10% under the existing manual processObserved pilot result
2.16%invoice accuracy improvementObserved pilot result
13.1% → 9.3%invoice falloutObserved pilot result
24 → 17.5 dayspayment cycleObserved pilot result
~$51Kinvoice accuracy improvement identified during the pilotObserved pilot result

Results from a 60-day carrier pilot. Carrier not identified.

Business impact

  • Expense control moved from a sample to the full pilot invoice population.
  • Fewer exceptions returned to claims staff.
  • A shorter, more predictable path from approval to payment.
  • Structured claims expense data available for future contract and provider decisions.

What the pilot demonstrated

  • Automated auditing can cover the full invoice population inside a live carrier workflow.
  • Accuracy and fallout can improve at the same time as cycle time.
  • Coverage can grow without a matching increase in manual review.

Expansion opportunity — not a result

  • The pilot demonstrated a framework capable of expanding into additional lines of business and deeper carrier workflows.
  • These are identified opportunities, not results. Nothing here states that expansion has taken place.
Related use cases

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