Insurance Renewal / Risk Assessment
Read a commercial-lines renewal submission - ACORD apps, expiring policy, loss runs, and the underwriting file - and hand the underwriter a cited exposure, loss-ratio, rate-adequacy, and risk-factor assessment with a renew, re-underwrite, or non-renew recommendation in minutes.
Runs in production for renewal risk assessment at a specialty insurance carrier, replacing manual, multi-document underwriting-file review with a single cited assessment
per renewal account
What it extracts
13 extraction fields
- Account and Policy Overview
- A one-look roll-up of the account - named insured, producer, lines, states, locations, expiring policy number/period, years with the carrier, expiring premium, and renewal status - so a reviewer can orient before reading detail.
- Exposure Schedule
- The exposure base premium is rated on - payroll, sales, square footage, unit/vehicle counts, and total insured value by location and class code - with the expiring-vs-renewal change flagged, since a stale exposure base under-prices the risk.
- Expiring Policy Terms and Structure
- The structure of the expiring program - limits by line, deductibles/retentions/SIR, coverage forms and valuation, key endorsements, sublimits, TRIA, and rating modifiers - so the renewal can be compared term-for-term.
- Loss History Summary
- Account-level loss experience by policy period - earned premium, claim count, paid, reserves, incurred, loss ratio, and average severity - consuming the loss runs (deep claim-by-claim normalization is a separate step) and flagging immature recent periods.
- Loss Ratio and Rate Adequacy
- The core pricing question of a renewal - current, multi-year, and projected loss ratio against the carrier's target, the indicated rate direction, and a plain-English read on whether the expiring premium is adequate for the exposure and loss experience.
- Large and Notable Losses
- The individual claims an underwriter must read for the renewal - those above the large-loss and shock thresholds, plus claims notable for litigation, catastrophe, large open reserves, or clustering - ordered by incurred.
- Cause of Loss and Trend Analysis
- The loss drivers behind the loss ratio - causes grouped by frequency and severity with a rising/flat/falling trend across periods - contextualized by how thin or immature the underlying sample is.
- Classification and Hazard Assessment
- A web-researched check of the governing ISO/NCCI/state-bureau class codes against the insured's actual operations and loss pattern, surfacing misclassification, undisclosed operations, or exposure drift - a leading source of rate leakage.
- Risk Factors and Special Considerations
- The catalog of hazards and mitigation posture that shape the decision - operational, property, liability, catastrophe, financial, and management factors - each with severity, evidence, controls in place, and whether it remains an open concern.
- Loss Control and Risk Improvement
- The account's loss-control posture and risk-improvement engagement - existing controls, open/completed/rejected recommendations, effectiveness against the associated loss causes, and material missing controls for the top loss drivers.
- Renewal Subjectivities and Underwriter Requirements
- The subjectivities and outstanding requirements that hold up a quote or condition an offer - updated apps and SOVs, signatures, inspections, financials, and completed recommendations - with category, trigger, status, and due date.
- Renewal Recommendation
- The overall renewal decision in one category - renew as expiring, renew with rate increase, renew with modified terms, re-underwrite before offer, refer to senior underwriter, or non-renew/decline - weighing loss ratio, trend, risk factors, and open subjectivities.
- Underwriting Renewal Summary
- The underwriter-facing synthesis that sits at the top of the file - the account, loss experience and pricing, risk profile, conditions to attach, and the recommendation with its rationale and follow-up items - drawn and cited from the columns above.
Where it fits
Commercial-lines renewal underwriting
Upstream
Renewal submission intake - expiring accounts arriving 60-120 days before expiration with updated ACORD applications, exposures, loss runs, and the underwriting file
This step
Renewal risk assessment and pricing decision
Downstream
- Quote and rate
- Bind and issue renewal
- Referral, re-underwrite, or non-renewal notice
What it needs
Documents
- ACORD applications (125 commercial application, 126 general liability, 130 workers' compensation, 140 commercial property)
- Statement of Values (SOV)
- Expiring policy and declarations with endorsement schedule
- Loss runs (current and prior policy periods)
- Inspection / risk-engineering reports
- Underwriting file / account snapshot
Systems
- Policy admin or underwriting workbench
- Document repository
Prerequisites
- The expiring policy and declarations
- Updated ACORD applications and renewal exposures (payroll, sales, square footage, unit and vehicle counts, total insured value)
- Loss runs, ideally covering the last three to five policy periods
- Earned premium by period, if a loss ratio is required (loss runs rarely include it)
- The carrier's target loss ratio and large-loss / referral thresholds, if they differ from the defaults
What it produces
A cited renewal assessment - account overview, exposure schedule, expiring-terms structure, by-period loss history, loss-ratio and rate-adequacy read, large and notable losses, cause and trend analysis, classification/hazard assessment, risk factors, loss-control posture, outstanding subjectivities, and a renew / re-underwrite / non-renew recommendation with an underwriting summary
Delivered to
- Underwriting file
- Rating / pricing worksheet
- Quote or renewal offer
- Referral or non-renewal memo
Review model
An underwriter reviews the flagged risk factors, the loss-ratio and rate-adequacy read, the cited exposures, and the recommendation before a renewal offer, re-underwrite, or non-renewal is issued.
Who uses it
Volume fit
Works best for
underwriting teams renewing a book of commercial accounts each month where every file bundles ACORD apps, an expiring policy, and multi-carrier loss runs
Too small for
a single monoline account with no loss history and no exposure change
Grounded in
- ACORD commercial-lines application forms (125 commercial application, 126 general liability, 130 workers' compensation, 140 commercial property) and ACORD data standardsverified as of 2026-07-22
- Loss ratio = (Incurred Losses + Loss Adjustment Expense) / Earned Premium; incurred = paid + outstanding (case) reservesverified as of 2026-07-22
- Target and unprofitable loss-ratio thresholds (common target 60-70%; results sustained above ~80% generally unprofitable before expenses); combined ratio below 100% indicates underwriting profitverified as of 2026-07-22
- ISO general-liability class codes; NCCI (or independent state-bureau) workers'-compensation classification codes; NAICS/SIC industry codesverified as of 2026-07-22
- Terrorism Risk Insurance Program (TRIPRA / TRIA) coverage acceptance or rejectionverified as of 2026-07-22
Changelog
- July 2026
based on a production deployment at a specialty insurance carrier
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