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CATEGORY 8 OF 10

Insurance & Claims Document Types

Talonic recognizes and extracts structured data from 53 insurance & claims document types out of the box. No templates, no training data, no manual configuration — every field is mapped through the Field Registry with per-cell confidence and provenance.

Insurance ApplicationCoverage request
Policy Declaration PageCoverage summary
Insurance Policy WordingFull terms
Endorsement / RiderPolicy modification
Certificate of Insurance Coverage proof
Loss Run ReportClaims history
First Notice of Loss (FNOL)Incident report
Claim FormBenefit request
Adjuster's ReportDamage assessment
Proof of Loss StatementSworn damage claim
Subrogation NoticeRecovery right
Salvage ReportRecovered value
Reservation of Rights LetterCoverage question
Denial LetterClaim rejection
Settlement OfferClaim resolution
Release & DischargeClaim closure
Reinsurance TreatyRisk transfer terms
Reinsurance BordereauCeded premium listing
Actuarial Valuation ReportReserve estimate
IBNR ReportIncurred but not reported
Experience Modification WorksheetPremium factor
Workers' Comp ClaimWorkplace injury
Auto Damage EstimateVehicle repair cost
Property Damage ReportStructure loss
Liability Claim FileThird-party injury
Professional Indemnity ClaimE&O incident
D&O Claim NoticeDirector liability
Cyber Incident ReportData breach claim
Business Interruption ClaimLost income
Cargo ClaimTransit damage
Marine Hull ClaimVessel damage
Aviation Incident ReportAircraft event
Crop Insurance ClaimAgricultural loss
Flood Damage AssessmentWater loss
Windstorm SurveyWind damage report
Fire Investigation ReportIgnition analysis
Engineering Survey ReportRisk assessment
Underwriting SubmissionRisk presentation
Medical Examination ReportHealth assessment
Mortality Table ReferenceLife expectancy
Annuity IllustrationPayout projection
Pension Benefit StatementRetirement estimate
Group Life EnrollmentEmployee coverage
Disability Claim FormImpairment benefit
Long-Term Care AssessmentCare needs evaluation
Surety Bond ApplicationPerformance guarantee
Fidelity Bond ClaimEmployee dishonesty
Title Insurance CommitmentProperty coverage
Environmental Liability PolicyPollution coverage
Product Liability ClaimDefect injury
Recall Cost ClaimProduct withdrawal
Parametric Trigger ReportIndex-based claim
Catastrophe Model OutputEvent loss estimate

Insurance & Claims document extraction

Insurance documents span the full policy lifecycle — from Underwriting Submissions and Policy Declaration Pages through First Notice of Loss reports, Subrogation Notices, and Actuarial Valuation Reports. Each document type carries specialized fields: coverage limits, deductibles, peril codes, reserve amounts, and adjuster findings. Talonic supports 54 insurance document types across property, casualty, life, health, and specialty lines.

How Talonic processes insurance & claims documents

Talonic processes insurance documents without line-of-business-specific configuration. A Policy Declaration Page yields named insured, policy number, effective dates, coverage parts, limits, deductibles, and premium breakdown. An FNOL Report returns claimant details, loss date, loss location, peril type, and initial reserve estimate. Reinsurance Bordereaux produce cedent, treaty number, premium and loss columns per risk. All values include cell-level confidence and pixel-region provenance for adjuster review.

Why structured insurance & claims data matters

Claims handling speed directly impacts loss ratios, customer retention, and regulatory compliance. Adjusters manually keying data from Proof of Loss Statements, Auto Damage Estimates, and Cyber Incident Reports introduce processing delays that inflate loss adjustment expenses. Structured extraction feeds claims management systems, FNOL triage engines, and actuarial reserving models, reducing average cycle time per claim while maintaining the documentation trail required by state insurance regulators.

53 types in Insurance & Claims — part of Talonic's 529-type ontology across 10 categories.