What catching high-risk claims in time is worth on your book.
Change the inputs and the savings update. It’s an illustration with default assumptions; a pilot on your own claims replaces them with your actuals.
Two savings in the estimate, two more left out.
Loss and defense cost are separate inputs, so no dollar is counted twice. The total is a run rate on each year of claims; the years before it shows how it builds after go-live.
| Source | Calculation | Shows up |
|---|---|---|
| Lower defense cost | $80.0M high-risk defense cost × 20 points more caught × 27% blended saving | Defense bills: 60% in the year a claim opens, 40% the next |
| Lower settlements | $340.0M high-risk loss × 20 points more caught × 7.5% lower | As claims close: 20%, 40%, 40% over three years |
| Per claim | 600 high-risk claims × 20 points = 120 more caught in time; $9.4M ÷ 120 = $79K each | A check on the total, not added to it |
| Fewer blowups | One avoided $5.0M blowup ÷ $1.0B premium = 0.50 points | Not in the total: rare and lumpy, so shown one at a time |
| Reserve accuracy | Reserves move with the warning, not months later; measured in a pilot as reserve lag | Not in the total: the same dollars, booked earlier |
If the assumptions are off.
Bookable savings a year, by how many high-risk claims Isomer catches in time and how many of those avoid a suit.
| Caught in time with Isomer | 10% avoid a suit | 20% avoid a suit | 30% avoid a suit |
|---|
Four ways to test it before you buy.
The rate today is unknown.
The case depends on how many high-risk claims are already caught in time. Test: a lookback over 12 to 24 months of closed litigated claims measures it directly.
Some claimants have a lawyer before they file.
Most represented auto claimants hire one before filing. Test: only 20% of claims caught in time are assumed to avoid a suit, and they still keep a quarter of their defense cost; most of the value is cheaper defense and lower settlements.
Settlement savings take time.
Indemnity improvements show up in reserves over two to three years. Test: judge year one on defense cost, which shows up in bills within a year.
Flags get ignored.
Alert fatigue is how tools like this fail. Test: adjusters grade a sample of flags to measure precision.
Replace the assumptions with your actuals.
Start with our workshop, on synthetic claims modeled on your book, and leave with a business case. A paid pilot then measures your caught-in-time rate on your own claims, so the case runs on your actuals, not our assumptions.