Hesper AI
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Every Claim. First Notice
to Final Recovery.

Hesper's AI agents resolve clean claims straight through and investigate the suspicious ones in hours, not weeks.

Our manifesto

Insurance is a promise. The claim is the moment the promise is kept - or broken.

Today that moment takes twenty-four days, leaks five to ten percent of every dollar, and decides whether the policyholder ever renews. Claims teams didn't get slower - claims got heavier. More documents, more regulation, more fraud, more litigation, while every stage still waits on a human reading paper.

Hesper turns the claim itself into software. Every stage runs the moment the last one finishes. Every decision carries its evidence. People handle judgment, not paperwork.

01Problem
02Solution
03Impact

Claims Crawl. Costs Climb.

The average property claim still takes 40.7 days from first notice to final payment (J.D. Power 2026). Claims are the largest cost line an insurer manages - and every stage still waits on a human reading documents.

  • Cycle times measured in weeks, not days
  • 5-10% of every claims dollar lost to leakage
  • Adjusters buried under 100+ open files each

We Run the Whole Claim.

AI agents execute every stage from first notice to final recovery. Your team keeps authority over every decision - the agents do the reading, gathering, drafting, and checking.

  • Straight-through resolution for clean claims
  • Investigation-grade workups for suspicious ones
  • Every action logged, every decision cited

Speed for Policyholders. Control for Claims Teams.

Claims resolve in hours instead of weeks. Payments and denials carry their evidence. Volume scales without headcount - and your best people spend their time on judgment, not paperwork.

  • Hours instead of weeks, at every stage
  • Evidence behind every payment and denial
  • Scale claim volume without scaling the team
The lifecycle

One platform. Eight stages.
Zero handoffs.

From the first notice of loss to the last recovered dollar, Hesper's agents run each stage the moment the last one finishes - and hand your team the evidence, not the busywork.

01

FNOL & Intake

  • Omnichannel capture - portal, email, phone, agent
  • Extraction from ACORD forms, emails, photos
  • Claim created in your core system, severity flagged
02

Triage & Assignment

  • Severity, fraud & litigation scoring in minutes
  • Straight-through routing for clean claims
  • Right adjuster by license, skill, and load
03

Coverage

  • Full policy & endorsement analysis
  • Cited coverage position on the loss facts
  • ROR and coverage letters drafted
04

Investigation

  • Complete evidence workup in hours, not weeks
  • Records pulled, summarized, cross-checked
  • Fraud detection built into every claim
05

Estimation & Valuation

  • Damage quantified from photos and documents
  • Supplements adjudicated against original scope
  • Reserves recommended and kept current
06

Settlement

  • Demand packages digested in hours
  • Valuations benchmarked, responses drafted
  • Litigation risk flagged early
07

Payment & Closure

  • Correct amount and payee stack computed
  • Anomalies caught before release
  • File closed the moment obligations are met
08

Recovery

  • Every file screened for subrogation & salvage
  • Demands and arbitration filings auto-drafted
  • Missed dollars found and pursued

Insurers recovered $51.6B through salvage and subrogation on auto lines alone in 2021. Hesper screens every file so recoveries aren't left behind.

Journal of Insurance Regulation (NAIC), 2023
Before / after

Claims, before and after Hesper.

Without Hesper
  • 40.7 days from first notice to final payment on a property claim
  • Adjusters chase documents across weeks of email
  • 5-10% of every claims dollar leaks
  • Suspicious claims wait weeks for investigation
  • Recovery spotted only when someone notices
  • Scale means headcount
With Hesper
  • Clean claims resolve in hours, straight through
  • Evidence gathered the moment the claim arrives
  • Every dollar checked against the evidence file
  • Investigation-grade workup in hours, not weeks
  • Every file screened for subrogation and salvage
  • Scale means software
The diagnostic

Where your claims dollar leaks.

Set your book, flip to Hesper, watch the dollars come back. Directional - built on EY and NAIC benchmarks.

Claims per year16K
Average severity$8K
Back on your loss ratio
$0 /yr

Evidence-checked payments plus recovery screened on every file.

Claims paid · $122.5M /yr○ Today
PAID CORRECTLY$108.4MLEAKAGE$9.8MRECOVERY MISSED$4.3MRECOVERED$0
EY leakage benchmarks · NAIC recovery data · directionalGet your real number
The differentiator

The only claims AI with an investigation engine inside.

Every automation vendor routes the hard claims to humans. Hesper works them. Built-in fraud detection plus a 15-phase investigation engine means every claim gets SIU-grade scrutiny - not just the flagged few.

  • Document forensics, statement cross-referencing, timeline reconstruction
  • SIU referral packages and NICB / DOI-ready reporting
  • Works standalone or downstream of FRISS, Shift, and Verisk
POLICE REPORTMEDICAL RECORDSSTATEMENTSPOLICYPHOTOSEVERY SOURCE · ONE FILE
Why claims teams choose Hesper

AI claims automation that
actually works.

Built to answer the four questions every claims leader asks - at pilot, at renewal, and every day on the desk.

01 - The whole file

Every page, read end to end.

A claim file is often a thousand pages from a hundred sources - FNOL notes, medical records, legal demands, photos, recorded statements, handwritten notes. Hesper reads across all of it, connects the pieces into one story, and surfaces the contradictions and gaps. Straightforward claims move faster; the harder ones get the depth they deserve.

On every claim
Hours to a full workup, not weeks
15+ investigation phases
Every line of business
01 / 04
The stack we integrate with

Plugs into the stack you already run.

GuidewireDuck CreekMajescoSapiensOrigami RiskSnapsheetBriteCoreGuidewireDuck CreekMajescoSapiensOrigami RiskSnapsheetBriteCore
VeriskISO ClaimSearchXactimateCCCMitchellLexisNexis RiskFRISSShift TechnologyVeriskISO ClaimSearchXactimateCCCMitchellLexisNexis RiskFRISSShift Technology
Security & governance

Built for regulated industry.

SOC 2 Type I attested

Customer-controlled retention - claim file data and investigation output are kept for your subscription term and deleted on your written instruction.

Encrypted end to end

All data encrypted in transit and at rest. GDPR-ready processing across every stage of the claim.

Auditable by design

Every AI action logged, every decision cited. Files are defensible to regulators, reinsurers, and courts.

No rip-and-replace

API integration with the core systems you already run. Hesper picks a claim up at FNOL or at any stage in between.

FAQ

Questions claims leaders ask.

Hesper connects to your claims management system (Guidewire, Duck Creek, Majesco, or others) via API and can pick up a claim at any stage - at FNOL for full-lifecycle handling, or mid-stream for investigation, settlement review, or recovery screening. No rip-and-replace required.

No. Hesper's agents do the legwork at every stage - intake extraction, evidence gathering, coverage analysis, demand digestion - and your team keeps decision authority. Adjusters and investigators review evidence-backed files instead of building them.

Property & casualty across personal and commercial lines: auto/motor, property, workers' compensation, general liability, and pet. The agents adapt their workflow to each claim type - for carriers, TPAs, MGAs, and self-insured programs.

Clean claims resolve straight through in hours. Claims that need scrutiny get a complete investigation-grade workup in hours as well - not the weeks a manual investigation takes. Cycle time compresses at every stage, not just one.

An executive summary, complete evidence package with source documentation, timeline reconstruction, statement analysis with identified inconsistencies, coverage position, risk scoring with rationale, and recommended next actions. Exportable as PDF or via API - audit-ready for regulators and reinsurers.

We're SOC 2 Type I attested, GDPR-ready, and all data is encrypted in transit and at rest. Claim file data and investigation output are retained for the duration of your subscription term unless you instruct otherwise in writing, and we never train models on your data.

Pricing is scoped to your book: lines of business, claim volume, and which agents you deploy. Book a demo and we'll walk through the economics for your claims operation and give you a real number.

Move every claim forward.

Book a demo
Claims automation research, monthly:
Every Claim.
First Notice to
Final Recovery.

Hesper's AI agents resolve clean claims straight through and investigate the suspicious ones in hours, not weeks.

Book a demoHow it works ↓
Why now
40.7 d

First notice to final payment, property claims (J.D. Power 2026)

5-10%

Of every claims dollar lost to leakage

100+

Open files per adjuster

Our manifesto

Insurance is a promise. The claim is the moment the promise is kept, or broken.

Today that moment takes twenty-four days and leaks five to ten percent of every dollar. Claims teams didn't get slower, claims got heavier. Hesper turns the claim itself into software: every stage runs the moment the last one finishes, every decision carries its evidence, and people handle judgment, not paperwork.

Read the manifesto →
How it works

One platform. Eight stages. Zero handoffs.

Swipe through the lifecycle.

01 · Intake

The claim arrives, from anywhere.

Portal, email, phone or agent. ACORD forms, photos and emails are read on arrival, severity flagged, clean claims routed straight through.

FNOL & Intake · Triage & Assignment
02 · Coverage

Checked against the policy, then worked.

Coverage verified against the loss facts. Suspicious claims get built-in fraud detection and a 15-phase investigation, every finding cited.

Coverage · Investigation
03 · Value

Valued, negotiated, settled.

Estimates reviewed, demand packages digested, reserves recommended, settlement supported with the evidence file behind it.

Estimation & Valuation · Settlement
04 · Close

Paid, closed, recovered.

Payment verified, the file closed, and every claim screened for subrogation and salvage before it goes quiet.

Payment & Closure · Recovery
The differentiator

The only claims AI with an investigation engine inside.

Every automation vendor routes the hard claims to humans. Hesper works them. Built-in fraud detection plus a 15-phase investigation engine means every claim gets SIU-grade scrutiny, not just the flagged few.

  • Document forensics, statement cross-referencing, timeline reconstruction
  • SIU referral packages and NICB / DOI-ready reporting
  • Works standalone or downstream of FRISS, Shift, and Verisk
Why Hesper

AI claims automation that actually works.

Every page, read end to end.
A claim file is often a thousand pages from a hundred sources. Hesper reads across all of it, connects the pieces into one story, and surfaces the contradictions and gaps. Straightforward claims move faster; the harder ones get the depth they deserve.
Hours to a full workup, not weeks15+ investigation phases
Thinks like your best examiner.
Static rules break on real claims. Hesper's agents reason through each file the way your most senior examiner would, checking coverage against the loss facts, weighing evidence, adapting the workflow to the claim in front of them.
Multi-step reasoning per claimFraud detection built in
Every decision cites its sources.
Every conclusion carries its citations: source documents, timeline reconstruction, statement analysis, coverage position, risk rationale. The file that comes out is defensible to your QA team, to reinsurers, to a regulator, in court.
Full audit trailNICB & DOI-ready reports
Autonomy you can defend.
Hesper drafts, gathers, checks, and recommends. Your people approve, deny, and settle. Authority thresholds are yours to set, and nothing leaves the file without a human who can stand behind it.
SOC 2 Type IHuman authority on every decision
Before and after

Claims, before and after Hesper.

Today
  • 40.7 days from first notice to final payment on a property claim
  • Adjusters chase documents across weeks of email
  • 5-10% of every claims dollar leaks
  • Suspicious claims wait weeks for investigation
  • Recovery spotted only when someone notices
  • Scale means headcount
With Hesper
  • Clean claims resolve in hours, straight through
  • Evidence gathered the moment the claim arrives
  • Every dollar checked against the evidence file
  • Investigation-grade workup in hours, not weeks
  • Every file screened for subrogation and salvage
  • Scale means software
Leakage

Where your claims dollar leaks.

5-10%

Of every claims dollar leaks before it reaches the claimant: overpayment, missed recovery, fraud that was never worked. See what that is on your book.

Run the numbers →
Lines of business

One platform for every line.

01AutoFNOL to appraisal to subrogation, with staged-accident detection built in.
02PropertyCAT-surge intake, estimate review, contents valuation, arson and inflation flags.
03HomeownersWater, wind, and fire losses. Photo-based scoping, ALE tracking, contractor checks.
04Workers' CompInjury intake, medical records processing, return-to-work tracking.
05PetHigh-volume straight-through adjudication with upcoding checks.
Trust

Built for regulated industry.

SOC 2 Type I attestedCustomer-controlled retention. Claim data and investigation output are kept for your subscription term and deleted on your written instruction.
Encrypted end to endAll data encrypted in transit and at rest. GDPR-ready processing across every stage of the claim.
Auditable by designEvery AI action logged, every decision cited. Files are defensible to regulators, reinsurers, and courts.
No rip-and-replaceAPI integration with the core systems you already run. Hesper picks a claim up at FNOL or at any stage in between.

Move every claim forward.

Bring your messiest claim. We'll show you the workup.

Book a demoEmail us