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Ishqkala

Recovery calculator

How much subrogation is sitting in your closed files?

Five inputs. Missed dollars, annual uplift, combined ratio basis points and ROI under both pricing models.

Inputs

Primary lines of business
Assumptions
  • Closed-without-recovery yield: 2.60% (1.8% to 3.4% range, lower for stronger current programs).
  • Blended average recovery per missed claim: $15,805.
  • Personal & Commercial Auto: $8,400 average missed recovery, auto collision.
  • Homeowners: $28,500 water loss, $42,000 fire & product defect.
  • Commercial Property: $28,500 average, commercial property & water loss.
  • Share recovered before SOL: 60% (60% for a five-person unit).
  • Contingency 12.5% (midpoint of 10% to 15%); hybrid SaaS contingency 6.5%.

Missed subrogation in your last 24 months of closed files

$3.70M

234 unpursued claims x $15,805

Combined ratio improvement

1.11 pts

111 basis points per year

Closed-Claim Sweep (one-time)

Recovered before SOL
$2,219,059
Contingency (12.5%)
$277,382
Net to surplus
$1,941,677
Upfront cost
$0

Continuous Detection (annual)

Annual recovery uplift
$1,109,529
Platform fee
$18,000
Reduced contingency (6.5%)
$72,119
Net annual benefit
$1,019,410
Return on spend
12.3x

Benchmarks behind the model

The numbers the calculator is built on.

15% to 30%
of viable third-party subrogation opportunities are never identified or pursued
NASP & Verisk / ISO
1.8% to 3.4%
of claims closed without recovery hold enforceable third-party liability
Ishqkala Benchmark Studies
$8,400
average missed recovery, personal auto collision
$42,000
average missed recovery, homeowners fire & product defect

FAQ

Frequently asked questions

From published industry benchmarks: 15% to 30% of viable subrogation is missed (NASP and Verisk / ISO), 1.8% to 3.4% of claims closed without recovery hold enforceable liability, and average missed recoveries of $8,400 (auto), $28,500 (commercial property and water) and $42,000 (homeowners fire and product defect).

Carriers with stronger existing programs have already pursued more of the obvious recoveries, so the calculator moves the closed-file yield toward the low end of the 1.8% to 3.4% range.

Annual recovery uplift divided by direct written premium. Recoveries reduce net incurred losses, so $1 million recovered on a $100 million book is one full point.

Yes. Enter your email to receive the Executive Recovery Analysis PDF with line-level detail and a sweep plan. The fastest way to replace estimates with your own numbers is the free 500-file closed-claim audit.

Find the millions hiding in your closed claim files before the Statute of Limitations expires.

We'll scan a batch of 500 closed claims for free and deliver an itemized recovery manifest within 5 business days.