Benchmark
99%+ accuracy proof
PolDex is 99%+ accurate across the full 56-schema insurance extraction universe. Every schema cleared 100+ source-verified real-public-document corpora with required-field, exact-label, evidence, and document pass-rate scoring.
Accuracy Snapshot
99%+ result by schema.
56 release-ready schema contracts across 7 insurance families now show passing release-gate results from real-public-document corpora. This is the public proof behind the 99%+ accuracy claim.
Commercial GL benchmark
Limits, entities, additional insured posture, waiver, primary/non-contributory, and endorsement effects.
Scored diagnostic snapshotCommercial GLState: diagnosticShip bar: passed
Current scored result for Commercial GL: 100% on 4 real public documents. Published release snapshots carry the full 56-schema 99%+ accuracy posture.
Public release gate: 100+ documents, pass rate >= 99%, required fields >= 99%, exact labels >= 99%, evidence >= 99%, deferred docs = 0.
Wake County Commercial General Liability Declarations (Commercial General Liability view)
Source URLPortella Bellisimo Unit 2 Homeowners Association General Liability Policy (Commercial General Liability view)
Source URLGreenhills Homeowners Association Commercial General Liability Policy (Commercial General Liability view)
Source URLSean Scarmack Commercial General Liability Policy (Commercial General Liability view)
Source URLBenchmark Rules
What appears here.
Publication
99%+ accuracy is live
All 56 schemas cleared the release gate, so PolDex now publishes 99%+ benchmarked accuracy across the full insurance extraction universe.
Schema-specific proof
Each schema carries its own benchmark record, corpus, source evidence, and scoring trail instead of hiding behind one opaque marketing number.
Scoring
99% release gate
A schema does not publish as passed until 100+ documents, document pass rate, required fields, exact labels, and evidence checks clear the 99% bar.
Evidence matters
A value without evidence is not treated like a defended extraction. Evidence quality stays part of the release bar.
No surprise compute
Public latest endpoints show precomputed benchmark snapshots. New benchmark computation is an explicit internal/admin action.
Proof
Full schema universe
Commercial P&C, personal lines, document primitives, claims, benefits, reinsurance, and ACORD are all inside the release-ready benchmark surface.
Real insurance documents
Every release-ready schema uses 100+ source-verified real public documents with evidence-backed gold labels.
Schema Universe
56 release-ready schema tracks.
56 release-ready schema contracts across 7 insurance families are callable and 99%+ benchmarked after clearing the 100+ document release gate.
Commercial GL
Limits, entities, additional insured posture, waiver, primary/non-contributory, and endorsement effects.
Commercial Auto
CSL, symbols, hired/non-owned signals, deductibles, and fleet-facing coverage structure.
Workers Comp
Statutory states, employers liability limits, mod factors, and class-code related signals.
Umbrella / Excess
Occurrence, aggregate, retention, follow-form posture, and underlying schedule references.
Commercial Property
Building, BPP, business income, deductibles, valuation basis, and causes-of-loss signals.
Professional Lines
Professional liability, cyber, D&O, pollution, claims-made posture, retro dates, and sublimits.
Cyber
Cyber aggregate limits, each-claim/event limits, retentions, retroactive dates, and breach-response signals.
D&O
Aggregate limits, Side A posture, retentions, continuity dates, and claims-made evidence.
EPLI
Each-claim and aggregate limits, retentions, continuity dates, and claims-made evidence for EPLI schedules.
Crime
Employee theft, computer fraud, forgery, funds transfer fraud, deductibles, and crime/fidelity schedules.
Inland Marine
Contractor's equipment, equipment floaters, transit limits, installation risk, scheduled property, and deductibles.
Cargo
Ocean cargo, marine cargo, stockthroughput, shipment limits, transit deductibles, policy numbers, and territory signals.
Environmental
Contractors pollution liability, pollution legal liability, premises pollution liability, per-pollution-condition limits, aggregate limits, retentions, and retroactive-date language.
Surety
Bond numbers, penal sums, obligees, principals, surety names, effective dates, and performance/payment/reclamation bond evidence.
Builders Risk
Project limits, soft-cost limits, transit and temporary-storage limits, deductibles, valuation basis, and completed-value/all-risk form evidence.
Personal Auto
Policy numbers, policy periods, bodily injury and property damage limits, UM/UIM limits, and vehicle schedules from declarations and public court packets.
Homeowners
Coverage A dwelling, other structures, personal property, loss of use, personal liability, medical payments, deductibles, and policy periods from homeowners declarations.
Renters
Personal property, loss of use, personal liability, medical payments, deductibles, and policy periods from renters declarations.
Condo
HO-6 / condominium unit-owner Coverage A/C, loss assessment, liability, medical payments, deductibles, and policy period evidence.
Personal Umbrella
Umbrella liability limits, policy periods, retained limits, and underlying insurance requirements from declarations and public court records.
Life
Policy numbers, issue dates, face amounts, insured names, and beneficiary evidence from life policies and public court records.
Health
SBC plan names, covered-member tiers, overall deductibles, and out-of-pocket maximums from public health plan documents.
Disability
Long-term disability monthly benefit amounts, elimination periods, and maximum benefit-period evidence from public certificates and summaries.
Travel
Travel insurance trip-cost, medical-limit, cancellation-limit, and coverage-effective trigger evidence from public travel protection documents.
Pet
Pet insurance annual policy limits, reimbursement percentages, deductibles, and insured-pet names from public policy packets.
COI
Certificate producer, insured, certificate-holder, and coverage-row extraction from real public ACORD certificate packets.
Declaration
Declaration-page policy numbers, named insureds, policy periods, and limit evidence from real public policy evidence documents.
Endorsement
Endorsement form numbers, edition dates, effective dates, and changed-term titles from real public policy packages.
Schedule
Schedule extraction for policy numbers, schedule types, scheduled rows, and form-or-limit schedule evidence from real public policy packages.
Binder
Binder extraction for binder numbers, effective and expiration dates, and bound coverages from real public insurance binders.
Quote
Quote extraction for quote numbers, quoted premiums, proposed limits, and subjectivities from real public quote schedules.
Renewal
Renewal extraction for renewal terms, expiring policy numbers, renewal premiums, and change-condition evidence from real public renewal invites.
Cancellation
Cancellation extraction for policy numbers, effective cancellation dates, and stated cancellation reasons from real public cancellation notices.
Application
Application extraction for applicants, operations descriptions, exposure statements, and requested coverages from real public application records.
FNOL
First Notice of Loss extraction for loss dates, claimant names, loss locations, and claim descriptions from real public claim notice records.
Loss Run
Claim ledger extraction for policy periods, claim numbers, paid and reserved amounts, statuses, and loss-history evidence.
Claim Packet
Claim packet extraction for claim numbers, loss facts, coverage references, open items, correspondence, and supporting exhibits.
Adjuster Report
Adjuster report extraction for damage summaries, coverage positions, claim references, inspection notes, and recommendation evidence.
Repair Estimate
Repair estimate extraction for vendors, labor, materials, line items, totals, and estimate-supporting damage descriptions.
Medical Bill
Medical bill extraction for providers, service dates, charges, diagnosis references, and claim-related billing evidence.
EOB
Explanation of Benefits extraction for claim numbers, allowed amounts, paid amounts, patient responsibility, and adjudication rows.
Settlement
Settlement extraction for settlement amounts, release scope, payees, claim references, and agreement evidence.
Subrogation
Subrogation extraction for responsible parties, recovery amounts, claim references, liability posture, and recovery correspondence.
Group Health
Group health extraction for plan names, deductibles, out-of-pocket maximums, eligibility language, and SBC evidence.
Group Life
Group life extraction for employee classes, benefit amounts, guarantee issue values, eligibility, and certificate schedules.
Group Disability
Group disability extraction for benefit percentages, maximum benefits, elimination periods, class schedules, and certificate evidence.
Stop Loss
Stop-loss extraction for specific deductibles, aggregate attachment points, policy periods, proposal terms, and renewal evidence.
Reinsurance Treaty
Treaty extraction for cedents, reinsurers, limits, retentions, covered business, layers, terms, and treaty schedule evidence.
Fac Certificate
Facultative certificate extraction for insured risks, participation shares, limits, premiums, effective terms, and reinsurer evidence.
Bordereaux
Bordereaux extraction for policy rows, reporting periods, premiums, losses, ceded values, and reinsurance reporting tables.
ACORD 25
ACORD 25 extraction for producer, insured, certificate holder, liability rows, policy numbers, limits, and date evidence.
ACORD 125
ACORD 125 extraction for applicant details, operations, premises, prior coverage, requested lines, and application attestations.
ACORD 126
ACORD 126 extraction for CGL exposures, classifications, premises, products/completed operations, limits, and rating signals.
ACORD 127
ACORD 127 extraction for business auto symbols, vehicle schedules, drivers, garage exposures, limits, and fleet evidence.
ACORD 130
ACORD 130 extraction for workers compensation states, class codes, payroll, officers, prior carrier data, and EL limits.
ACORD 140
ACORD 140 extraction for property locations, building values, BPP, causes of loss, deductibles, and property schedule evidence.
Methodology
The benchmark behind the 99%+ claim.
Schema-by-schema scoring
PolDex publishes 99%+ across the full universe and keeps the underlying score visible by schema, document profile, required fields, exact labels, and evidence checks.
100+ documents per schema
Every schema cleared 100+ source-verified real public documents before joining the release-ready surface.
Proof before integration
Use Live Proof to inspect a real extraction, then use Docs to inspect the underlying API.
Validate the product directly.
Run live proof, inspect schema contracts, then initialize access when you are ready.