The AI Underwriting Workbench

Broker email to structured, enriched, scored risk view — in under 10 minutes. Every step of the pipeline, built for how specialty teams actually work.

WriteRisk Underwriting Workbench
The Platform

Every Submission. Structured, Enriched, Scored.

From broker email to decision-ready risk view in under 10 minutes — intake through enrichment, triage, and audit-ready output.

Ingestion & Clearance

ACORD, SOVs, loss runs, and broker emails — ingested in any format. Fields extracted, validated, deduplicated, and OFAC-screened before anyone opens the file.

  • Multi-Format Ingestion
  • Automated Validation
  • Sanctions Screening

What changes for your team:

Your underwriter's first view is a structured risk profile — not a folder of PDFs.

12.5%Match

Risk Score Analysis

Real-time appetite matching.

Loss Runs
SOV Data
Property
CAT Risk
Appetite
Compliance

Risk Prequalification

Every submission scored against your appetite: Preferred, Refer, or Decline. Complexity flags and priority routing surface what needs senior judgment — and filter what doesn't.

  • Appetite Scoring
  • Complexity Flags
  • Priority Routing

What changes for your team:

Senior underwriters know which three submissions deserve their time today.

CAT Risk Zone

Property Data

Verified enrichment

Exposure Enrichment

Property records, CAT zones, protection class, roof age, occupancy, and credit data — pulled from 50+ providers and attached automatically. No tab-switching, no manual lookups.

  • 50+ Data Integrations
  • CAT & Property Metrics
  • Sourced Verification

What changes for your team:

Risks that took 45 minutes to research arrive pre-researched. Review, decide, move on.

📥
Intake
⚙️
Parse
Enrich
📄
Quote
Time to Quote: 12m

Velocity Workbench

A sequential workflow built for specialty commercial property — not generic P&C software. Intake → Parse → Enrich → Risk View, in one interface.

  • Sequential Workflow
  • Purpose-Built UI
  • High-Velocity Output

What changes for your team:

Complete, pre-researched risk views. The analysis is done. The judgment is yours.

Appetite Check
Rate Integrity
OFAC/Compliance
Leakage Audit

Ensemble Engine

Every score, flag, and appetite match traces to the source document, data provider, or rule that triggered it. No black boxes — verify any output in one click.

  • Source-Tracing
  • One-Click Verification
  • Auditable Logic

What changes for your team:

When capacity asks why a risk was written, the answer — and the source excerpt — are already in the system.

Profitability Workbench

Automated compliance & audit trails.

+24% Volume
-12% Leakage

Portfolio Intelligence

Real-time signals on appetite drift, CAT concentration, and loss performance by broker, segment, and geography — before quarter-end surprises.

  • Real-Time Signals
  • Appetite Drift Tracking
  • Capacity Analytics

What changes for your team:

Capacity renewals start with data, not memory.

Agentic Rules Engine

Your Appetite, Executable on Every Submission.

Turn underwriting guidelines into rules your team can enforce, audit, and evolve — without a developer.

Rules Engine
Auto-Quote
Refer to CUO
Out of Appetite
Logic Core

Guidelines to rules — in plain English.

TIV thresholds, class-code exclusions, CAT guardrails, referral triggers. If your guidelines say it, WriteRisk enforces it on every submission.

Judgment Capture

Judgment that doesn't retire with your senior UW.

WriteRisk learns from overrides and referrals, then surfaces draft rules for CUO approval — versioned, attributed, and audit-ready before they go live.

Adaptive Loop

Rules that evolve with your program.

New exclusions, thresholds, and triggers — suggested from team decisions, approved by leadership. Static binders become a living system.

Global Guardrails

One appetite standard across every desk.

No shadow guidelines. Your CUO's program vision runs consistently — protecting loss ratio and capacity trust at scale.

Example: Southeast Habitational Program

CUO writes in plain English

CUO plain-language input

Flag habitational above $5M TIV in wind zones 3–4 if roof age > 15 years, or in flood zones AE/VE. Refer to senior UW with urgent priority; request roof and wind mitigation docs. Decline if 5-year loss ratio > 72% with 3+ losses and no improving trend. Under $2M TIV, verified occupancy, clean loss history → preferred review queue.

Read-only example

WriteRisk generates & versions

se_habitational.rules
1RULE "SE-HAB-CAT-001" {
2 program: SE_HABITATIONAL
3 version: 1.0.0 | pending CUO approval
4 priority: URGENT
5
6 when: (
7 tiv_total > 5_000_000
8 AND (
9 (wind_zone >= 3 AND roof_age_years > 15)
10 OR flood_zone IN ["AE", "VE"]
11 )
12 )
13 then: REFER senior_underwriter
14 reason: "Compound CAT exposure threshold"
15 attach: [roof_inspection, wind_mitigation_form]
16 notify: program_manager
17}
18
19RULE "SE-HAB-LOSS-001" {
20 priority: CRITICAL
21
22 when: (
23 five_year_loss_ratio > 0.72
24 AND loss_count_5yr >= 3
25 AND loss_trend != "improving"
26 )
27 then: DECLINE
28 reason: "Loss frequency and severity exceed program floor"
29 notify: [broker, program_manager]
30}
31
32RULE "SE-HAB-PREFERRED-001" {
33 when: (
34 tiv_total < 2_000_000
35 AND wind_zone <= 2
36 AND five_year_loss_ratio < 0.45
37 AND occupancy_verified == true
38 AND ofac_status == "clear"
39 )
40 then: QUEUE preferred_review
41}

CUO writes the guideline in plain English. WriteRisk generates the rule, versions it, and routes for approval before it hits live submissions.

Data Network

50+ Sources. Zero Manual Lookups.

Property, CAT, sanctions, and credit data attached before your underwriter opens the file — no separate tools or API setup.

HazardHub
RiskMeter
CoreLogic
Verisk
Zillow
OFAC / SDN
Dun & Bradstreet
LexisNexis
Applied Epic
Vertafore
Salesforce
Guidewire
Gmail
Microsoft Outlook
Dropbox
OneDrive
HazardHub
RiskMeter
CoreLogic
Verisk
Zillow
OFAC / SDN
Dun & Bradstreet
LexisNexis
Applied Epic
Vertafore
Salesforce
Guidewire
Gmail
Microsoft Outlook
Dropbox
OneDrive
How It Works

Five Minutes. One Submission. Zero Manual Intake.

9:07 AM

Broker emails ACORD 140, a non-standard SOV, and a loss run. Normally → queue.

9:08 AM

WriteRisk ingests, extracts, OFAC-screens, deduplicates, and validates completeness. No one touched it.

9:10 AM

Enrichment runs — CAT zones, property records, protection class. A wind-zone referral rule fires on two properties.

9:11 AM

Underwriter opens a tagged referral with a complete, sourced risk profile. Sixty seconds to route.

9:12 AM

Broker gets acknowledgment. Referral package is ready. Team time spent: 90 seconds.

Lines of Business

Built for the Lines You Write.

Pre-built workflows for specialty commercial property — COPE, occupancy, CAT, and appetite logic included.

Habitational

Unit count, occupancy mix, roof age, COPE — plus CAT zone and protection class scoring.

Office & Light Commercial

ACORD 140/160 parsing, TIV validation, tenant mix, and standard exclusion triggers.

Retail & Hospitality

ACORD 150 with liability flags and revenue extraction from supplementals.

Contractors & Artisan

ISO class mapping, subcontractor schedules, and loss run normalization.

Don't see your program? WriteRisk configures to your specialty line.

Talk to us
Security & Trust

Your Submissions Stay Yours.

Built for security-conscious MGAs from day one — isolation, audit trails, and no training on your data.

Your data never trains our models.

Industry data powers the AI — not your submissions or your competitors'.

Strict customer isolation.

Your pipeline, rules, and portfolio data — separated at the infrastructure level.

Immutable audit trail.

Every extraction, recommendation, and override — time-stamped and reconstructable.

Get started with WriteRisk

Schedule a brief demo with our founding team to see how WriteRisk can streamline your underwriting workflow.

What You'll See

  • How WriteRisk ingests submissions and extracts data in seconds
  • Custom rule configuration for your specific appetite
  • Real-time underwriting guidance and referral workflows
  • Integrations with your existing data sources