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Ishqkala

2026 Benchmark Report

The 2026 P&C Subrogation Recovery Benchmark Report.

How much subrogation US carriers miss, where it hides by line, what it is worth per claim, and how long it takes to collect.

Headline findings

Leakage is large, measurable and time-limited.

15% to 30%
of viable third-party subrogation opportunities are never identified or pursued
NASP & Verisk / ISO
$15B+
lost every year by US carriers to missed or abandoned subrogation
P&C Actuarial Review
1.8% to 3.4%
of claims closed without recovery hold enforceable third-party liability
Ishqkala Benchmark Studies
80%+
of AI-found opportunities come from unstructured narrative text, not structured fields
Ishqkala detections

Average recovery by claim type

Fire and product defect files are worth five times an auto file.

Average recoverable dollars per identified missed subrogation claim. Auto produces the most opportunities by count; property and fire produce the most dollars.
  • Personal auto collision$8,400
  • Blended, regional carrier sweep$12,500
  • Commercial property & water loss$28,500
  • Homeowners fire & product defect$42,000
Blended figure from the $150M DWP regional carrier worked example. Other values: canonical industry averages.

Time to recovery

Automation cuts the recovery cycle by two thirds.

Manual identification and packaging14 months
Automated demand packaging + early evidence preservation4.5 months

Adjusters carry 100 to 150 active claims at once (Carrier Claims Workload Study). Subrogation identification is the first task to slip, which is why most recoveries start late and finish slowly.

Combined ratio impact

$100M DWP, 2% more recovered: 1.1 to 1.3 points.

Combined ratio before and after recovered subrogationLoss ratio falls from 65 to 63.9 while the expense ratio stays at 34.4, so the combined ratio drops by 1.1 points.100 = underwriting breakevenBefore IshqkalaLoss ratio 65Expense ratio 34.4Loss 65Expense 34.499.4After recovered subrogationLoss ratio 63.9Expense ratio 34.4Recovered subrogation: 1.1 pointsLoss 63.9Expense 34.498.3
Loss ratio Expense ratio Points returned by recovered subrogation
Combined ratio components
ScenarioLoss ratioExpense ratioCombined ratio
Before Ishqkala6534.499.4
After recovered subrogation63.934.498.3

Worked example

$8.25M sitting in one regional carrier's closed files.

  • Direct written premium / annual paid losses$150M / $90M
  • Closed claims, last 24 months~30,000
  • Missed subrogation yield2.2%
  • Viable unpursued claims~660
  • Average recovery per claim$12,500
  • Unrecovered cash in files$8,250,000
  • Recovered before SOL at 60%$4,950,000

Methodology & sources

Where these numbers come from.

  • National Association of Subrogation Professionals (NASP): industry recovery benchmarks
  • Verisk / ISO: subrogation analytics reports
  • American Property Casualty Insurance Association (APCIA)
  • National Association of Mutual Insurance Companies (NAMIC)
  • Published state insurance department claims audit filings
  • Ishqkala closed-claim audit and benchmark studies, 2025 to 2026

Dataset published under CC BY 4.0. Cite as: Ishqkala, 2026 P&C Subrogation Recovery Benchmark Report.

Get the full report

Line-level recovery ratios, leakage by state fault rule, and time-to-recovery distributions, as a 28-page PDF.

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