WorkflowFraud, Subrogation & Recovery

Subrogation Identification

Subrogation identification at intake and in closed files, every flag backed by the facts that prove it

Recoverable claims flagged at intake and in closed files, each with its proof.

See one case, screen by screen ↓
demo$1,286,580still recoverable in 61 closed claims, each placed on its statute of limitations clock
demo7findsfrom one weekly reread of 1,906 closed claims — $139,460 nobody had flagged
demo63daysleft on the Ohio statute when the reread found a $48,960 water heater claim closed as wear and tear
target100%of closed claims reread, against 20% or less at most carriers
In short

What is Subrogation Identification?

Software that reads claim files for another party who should pay — a product maker, a contractor, another driver, a neighbor, a utility — and flags the claim for recovery before the statute of limitations runs. Subrogation Identification does it at first notice and again across closed files every week, and every flag shows the sentence that raised it.

How to choose AI solutions for insurance →

Updated

The problem

Why recoverable claims close with “no subro” ticked

The fact that names who should pay is usually one sentence: “water heater burst”, “the roofer had the tarp off”, “the car behind did not”. Intake types it at first notice while the insured is still on the phone. The adjuster has 140 open claims and closes 30 a week, and nobody asks who made the heater. So the closing note says “wear and tear” or “no subro”, and nobody who thinks about recovery ever reads it.

Once a claim closes, it is almost never read again. The opportunity does not disappear when the file closes; it disappears when the statute of limitations runs — two years for product, auto and contents claims in Ohio, Indiana, Kentucky and Pennsylvania. By then the failed part has gone to a plumber’s scrap pile, the contractor has moved on, and the money the carrier paid stays paid.

typical15%of recoverable claims are missed
typical40%of carriers never review closed files at all
typical≤ 20%of closed files reviewed, at the 80% of carriers that review any
Where the hours go on one closed property fileestimated
By hand7.5 days
With the solution2.1 days
  • Reading notes, statements, reports and photos for another party2 → 0.3 d
  • Naming the party — maker, contractor, driver — and their insurer1 → 0.3 d
  • Weighing liability under the state’s negligence rule1.5 → 0.5 d
  • Working out the statute date for each theory0.5 → 0.1 d
  • Listing evidence to keep and drafting the letters2 → 0.5 d
  • Supervisor review and hand-off to a specialist0.5 → 0.5 d

Estimated split, in hours, for rereading one closed property claim for subrogation by hand and with the solution.

How it works

How a claim is read

Six specialist agents read every claim, name the party, split the fault and start the clock; a subrogation supervisor confirms.

What comes in
Claims innew and closed · notes, reports, photos, payments
Agents at work
Claim readerthe sentence
Then
Responsible party finder
Liability estimator
Statute clock
Then
Evidence and notice drafterkeep · notify
Then
Closed-file rereaderevery week
A person decides
Subrogation supervisorconfirms each find
What comes out
Flag with its proof
Letters to sign
Recovery queue with deadline
One case, step by step

One closed claim, from “wear and tear” to the recovery queue

A homeowners claim at Bramblewood Mutual closed in March 2025 with “No subro — wear and tear.” Nineteen months later, the weekly reread picks it up. Here is what happens next, screen by screen, in the working solution.

  1. 01Monday morning

    This week’s reread: 1,906 closed claims

    Renata Okafor · Subrogation supervisor

    Missed money opens on $1,147,120 still recoverable in 54 closed claims. This week’s batch is losses from October to December 2024 — 1,906 homeowners, auto and small commercial claims across five states, 1,412 of them closed with “no subrogation”. Renata presses Reread now, and each step runs in the side rail: 38,412 notes, 2,960 statements and reports and 21,804 photo captions read.

    Every closed claim is read again in full — a quarter of losses each Sunday, and every file the day it closes.

  2. 02Reread done

    Seven new finds drop onto the statute clock

    Closed-file rereader

    118 claims had a sentence pointing at another party. 94 parties were named; 61 of those files were already recovered, waived or under the minimum, and 26 more were past their date. Seven are new — $139,460. Each drops onto the statute clock as a disc on the day its limitation period runs out, and the total climbs to $1,286,580. Nine files, $197,440, now run out within 90 days.

    “26 more were already past their date — $412,800 that no one can recover now.”

  3. 03Top find

    The file, read as a document with margin notes

    Claim reader

    HO-24-207519, Carla and Ben Delgado, Westerville, Ohio: a 50-gallon gas water heater split overnight and flooded the finished basement. The first notice Tom Brierly typed says “water heater burst”; Marcus Feld’s note names the installer and says the tank split at the bottom seam. Each sentence is highlighted, with a margin note beside it — and the closing note is marked too.

    Closed as wear and tear: “The facts above point to the tank and its installer, not to wear.”

  4. 04Next

    The maker, from the rating plate

    Responsible party finder

    Photo 8 is the rating plate: Corvane ProLine 50, model PL50-40N, serial 1905A-118842, made 05/2019, with a 6-year tank warranty. Photo 9 shows the split along the bottom weld. Photo 11 shows a pressure-reducing valve on the main and no expansion tank on the cold line. Four of the 22 photos are cited by the agents.

    A split seam at 5 years 7 months is inside the 6-year tank warranty.

  5. 05Liability read

    A suggested split, with the facts for and against

    Liability estimator

    Corvane Water Systems 75% ($36,720), Brightwater Plumbing & Drain 25% ($12,240), the Delgados 0%, under Ohio’s modified comparative rule — barred above 50% (ORC 2315.33). Each party gets the facts that point to it and what it will argue: Corvane will raise the flushing recommendation; Brightwater will say the valve may not have been there in 2019. Renata can drag the split; a change is saved with her reason.

    “No fact in the file suggests the Delgados caused the failure.”

  6. 0663 days left

    The deadline, the evidence and three letters

    Statute clock · Evidence and notice drafter

    Product liability against Corvane runs out on 14 Dec 2026 — 63 days — under ORC 2305.10(A); negligence against Brightwater for damage to the house runs to 14 Dec 2028. The earliest date governs. Seven items to keep are listed with where each one is: the failed tank was taken to Brightwater’s shop and is not confirmed held. A preservation request, a notice of claim to Corvane and a letter to the Delgados are drafted.

    Letters drafted — nothing is sent without your signature.

  7. 07Signed

    The hold request goes first

    Renata Okafor · Subrogation supervisor

    Renata reads the preservation request and signs it. It asks Brightwater to keep the failed heater, its fittings and any photographs exactly as they are, to say by 19 October 2026 where the unit is held, and to pass the letter to their liability insurer. The tank on the evidence list changes to “Hold requested”.

  8. 08Confirmed

    Confirmed and sent to recovery, with its deadline

    Renata Okafor · Subrogation supervisor

    One confirmation sends the file to Hana Kowalczyk, the specialist for Ohio and Kentucky property: $48,960 recoverable, Corvane 75% and Brightwater 25%, deadline 14 Dec 2026. The first action and a note travel with it. The file leaves the missed-money total and joins the quarter’s hand-offs — 39 files, $661,360.

    “Tank is at Brightwater’s shop — get the hold confirmed before anything else. Corvane notice this week.”

  9. 09Every quarter

    Where the misses come from

    Closed-file rereader

    Where we miss reads back the 99 files found or sent this quarter: 37 closed with “no subro” ticked and no reason, 22 as “sudden and accidental — covered”, 18 as “wear and tear”. It lists the phrases that found them — “rear-ended”, “supply line … burst”, “water heater burst” — and how often each team caught the opportunity at first notice.

    Each phrase was in the first notice.

  10. 10Since 06:00

    Read at first notice, so the next one never closes unflagged

    Tom Brierly · Claims intake

    New claims shows every first notice read as it arrives: 214 since 06:00, 23 with another party, 6 to watch, a median of 48 seconds from notice to read. A city crew’s backhoe in Fort Wayne is flagged with its 180-day notice period; a hailstorm and a deer strike are closed to subrogation with the reason; an insured’s own 11-month-old sump pump is put on watch.

    Flags go to the adjuster on the claim and to the subrogation team.

Who it’s for

Built for everyone who touches a recoverable claim.

The same water heater claim, seen by the five people it passes through — from the call at first notice to the rule table the clock runs on.

RO
Renata OkaforSubrogation supervisor
Subrogation supervisor
Before
“The money isn’t lost when we close the file. It’s lost when the statute runs.”
Now
Opens on the money still recoverable, laid out by deadline, and confirms each find with the proof in front of her.
HK
Hana KowalczykSubrogation specialist, Ohio and Kentucky property
Subrogation specialist
Before
“Give me the tank and the rating plate, and I can win it.”
Now
Receives the file with the rating plate photo, the split, the deadline, the evidence list and the hold request already signed.
MF
Marcus FeldProperty adjuster
Property adjuster
Before
“I wrote ‘wear and tear’ because nobody asked me who made the heater.”
Now
Sees the flag on his own claim, with the sentence that raised it, while the file is still open.
TB
Tom BrierlyClaims intake
Claims intake
Before
“I type what they tell me. I don’t have time to think about who caused it.”
Now
Types the first notice as before; the reader marks the sentence that points to another party within the minute.
JP
Joanne PikeVP Claims
VP Claims
Before
“Show me what’s still recoverable and how long we have.”
Now
Approves each version of the state rule table, gets the monthly missed-money report and sees where the misses come from, team by team.
Built on the engine

6 agents. Each with one job, and hard limits.

Six specialist agents read every claim, name the party, split the fault and start the clock; a subrogation supervisor confirms.

Claim reader

Reads every note, recorded statement, police and fire report, repair and cause-and-origin report and photo caption, and marks each sentence that points to another party — a product, a contractor, another driver, a neighbor or landlord, a utility or a public body.

  • Every mark quotes its sentence and source
  • Never decides liability
Responsible party finder

Names the other party — the manufacturer from the rating plate, the contractor from invoices and permits, the driver and insurer from the police report.

  • Never contacts a party
  • Unknown is written as unknown
Liability estimator

Applies the state’s negligence rule to the facts and suggests a split, with the facts for and against each party.

  • Never shows a split without cited facts
  • Never assigns the insured a share without a fact
Statute clock

Computes the limitation period for each state and theory, notice periods for public bodies and the repose period for products.

  • Never extends a date
  • Earliest date governs
Evidence and notice drafter

Lists the evidence to keep and the parties to notify, and drafts the preservation request, the notice of claim and the letter to the insured.

  • Never sends — a person signs
  • No admission of fault in any letter
Closed-file rereader

Rereads closed claims in weekly batches and every file the day it closes, and ranks finds by recoverable money and time left.

  • Read-only on the claim system
  • Never reopens a claim or changes a reserve
Subrogation supervisor

Confirms and assigns. The agents propose; a named person decides.

Ask in plain words

Ask about any claim, party or deadline

The supervisor and the specialists can ask in plain words — or tell it what to draft. Answers point back to the note, photo or letter they rest on.

Why is the Delgado water heater claim recoverable?

The first notice says the water heater burst, and the adjuster wrote that the tank split at the bottom seam — a weld failure, not a fitting. The rating plate shows a Corvane ProLine 50 made in May 2019 with a 6-year tank warranty, so it failed inside the warranty. Photo 11 shows no expansion tank on a closed system, which puts 25% on the installer. Recoverable: $48,960; Ohio’s 2-year product period ends 14 Dec 2026, in 63 days.

What runs out in the next 90 days?

9 files, $197,440. The first, the Village of Ashgrove sewer claim, runs out in 9 days. I have opened the recovery list at those files.

Where do we miss subrogation most?

At closing. Of the 99 files found this quarter, 37 were closed with “no subro” ticked and no reason, and 18 as “wear and tear”. By kind, contractors and installers hold the most money — $458,120 across 14 files. Columbus property catches 87% at first notice; auto catches 98%.

Ask Brightwater Plumbing to hold the old water heater

Drafted for your signature. It asks Brightwater to keep the failed Corvane ProLine 50, serial 1905A-118842, untouched, to tell us by 19 October where it is held, and to pass the letter to their liability insurer. They took it to their shop on 14 Dec 2024.

Every screen

The working solution, as it ships.

13 screens from the working solution, on its sample data. Pick one to see it large.

Missed moneyMoney still recoverable in closed claims, laid out on the statute clock by kind of party, with the 90-day red band and what runs out first.
This week’s rereadA quarter of losses reread in full, each step in view: the batch pulled, every page read, sentences found, parties named, clocks set.
The claim, readThe file as a document — notes highlighted with margin notes — beside the opportunity: recoverable amount, split, days left and evidence to keep.
The photos it citesRating plate, split seam, the cold line without an expansion tank and the flooded basement — the four photos the agents cite.
Liability readEach party’s facts and arguments, cited, under the state’s negligence rule, with a split the supervisor can change and a reason saved.
Evidence and noticesEvidence to keep and where it is now, the statute date for every theory, and three letters drafted for signature.
The preservation request, signedThe hold request to the installer signed and sent; the failed tank marked as hold requested.
Confirm and send to recoveryThe supervisor confirms the file to a specialist with the split, the deadline, the first action and a note.
Sent to recoveryFiles handed to specialists this quarter, each with its deadline, last step and status — from notice acknowledged to recovered in full.
Recovery listEvery closed claim with another party who should pay, ranked by what it is worth and the time left on its statute, filterable by kind and state.
New claimsEvery first notice read as it arrives — the sentence that points to another party, or the reason there is none.
Where we missHow missed files were closed, the phrases that found them, early catch rate by team and money by kind of party.
SettingsMinimums, red and amber bands, the weekly reread, kinds of party, the state rule table and who confirms and receives.
Governance

Every find proved, confirmed and signed.

Every flag quotes its sentenceEach opportunity shows the exact sentence, photo or document that raised it — the first-notice line, the rating plate, the adjuster’s note — so a reviewer sees the proof, not a score.
A supervisor confirms every findThe agents find, rank and draft. The subrogation supervisor confirms each find before it reaches a specialist, or marks it not recoverable with a reason that stays with the claim.
No letter leaves without a signaturePreservation requests, notices of claim and insured letters are drafts until a named person signs them, and no letter admits fault.
Read-only on the claim systemThe agents never reopen a claim, change a reserve or a payment, or contact a party. Demands, arbitration and collection are worked from the recovery queue by people.
The clock never extends a dateThe statute clock computes every theory against every party and the earliest date governs. A split changed by hand is saved with its reason.
State rules change only by approved versionNegligence rules, limitation, notice and repose periods sit in one state rule table. Every change is saved as a new rule version and approved — version 14 by the VP Claims — and every read, confirmation, override and letter is on the activity trail.
Configuration

Your recovery rules, not ours

What the agents look for, when a file turns red and the state rules the clock uses are settings, saved as a new rule version each time they change.

SettingDefaultChoose from
Minimum recoverable — property$1,000Typed amount · below it, finds are logged but not listed
Minimum recoverable — auto$500Typed amount
Red band — statute runs out within90 daysTyped number of days
Amber band180 daysTyped number of days
Weekly rereadSun 22:00Day and time · one quarter of losses per batch
Michigan auto cap$3,000The no-fault limit on vehicle damage
Kinds of party to look forAll six onProduct defect · contractor or installer · other driver · neighbor or landlord · utility or city · rental, carrier and fleet vehicles
State rulesOH · IN · MI · KY · PANegligence rule, product and property periods, notice and repose — confirmed by counsel
Connections

Works with the claim files you already have

Your claim systemnew and closed claims, policy and payment data — read only
First notices and claim notesintake notes, adjuster notes and recorded statements
Police and incident reportsfire reports, citations and witness statements
Damage and scene photoscaptions, rating plates and labels
Repair and cause-and-origin reportsestimates, invoices, moisture logs and permits
Your letters and recovery queuepreservation requests, notices of claim and hand-offs with their deadline
What it changes

The difference, in numbers.

Every figure is labelled: a target the solution is built to, an estimate, a typical published result, or a proven one.

typical
15%
of recoverable claims are missed today
target
100%
of closed claims reread, against 20% or less at most carriers
Today≤ 20%
With agents100%
typical
+10%
recovery ratio with full closed-file review
Partial reviewFull review

“demo” = seen in the working solution, on its sample claim data · “target” = the design goal, measured in the live solution · “estimated” = our estimate · “typical” = published figures (NASP via Genpact — about 15% of recoverable claims missed; Praxis / NASP auto subrogation benchmark — 40% of carriers never review closed files, and 80% review 20% or less). State rules shown are the working solution’s sample rule table; your counsel confirms yours before go-live. People, carriers, companies, addresses and claims named on this page are fictional — characters and sample data in the working solution.

Questions

What subrogation and claims teams ask us.

What is subrogation identification software?

Software that reads claim files for another party who should pay — a product maker, a contractor, another driver, a neighbor, a utility — and flags the claim for recovery before the statute of limitations runs. Subrogation Identification does it at first notice and again across closed files every week, and every flag shows the sentence that raised it.

How does it find missed subrogation in closed claims?

The closed-file rereader takes one quarter of losses each week, plus every file the day it closes, and runs the full reading on each: the sentence, the party, the liability split and the statute date. Finds already recovered, waived, past their date or under the minimum are dropped, and the rest are ranked by recoverable money and time left.

How does it suggest a liability split?

The liability estimator applies the state’s negligence rule from your rule table — modified or pure comparative, and the bar — and lists the facts for and against each party, each with its citation. The insured’s share is 0% unless a fact in the file says otherwise. The supervisor can change the split, and the change is saved with a reason.

Does it track the statute of limitations?

Yes. The statute clock computes the limitation period for each state and theory, notice periods for public bodies and repose periods for products, and shows days left. When theories differ, the earliest date governs, and it never extends a date. Files inside the red band are surfaced on the home screen and the supervisor is told.

Does the AI contact the other party or change our claims?

No. The agents are read-only on the claim system: they never reopen a claim, change a reserve or a payment, or contact a party. Letters are drafted for a person to sign, and demands, arbitration and collection are worked by your specialists.

Do people stay in control?

Yes. The subrogation supervisor confirms every find before it reaches a specialist, or marks it not recoverable with a reason. No letter leaves without a signature, and state rules change only through a rule version someone approves.

Which lines and states does it cover?

In the working solution, homeowners, personal auto and small commercial claims in Ohio, Indiana, Michigan, Kentucky and Pennsylvania. The kinds of party to look for and the state rule table are settings, confirmed by your counsel.

How long does it take to go live?

The Agentic Solution Engine builds and deploys it from your requirements — your claim system, letter templates, state rules and a sample of closed claims — and it goes live once every quality gate has passed. We will walk you through it on your own closed claims first.

See it on
your closed claims.

We’ll run Subrogation Identification on a quarter of your own closed claims.