Accelerators  /  Submission Triage

Specialized intelligence ·  Submission Triage

Your underwriters should be deciding,not sorting

Insuronix reads every submission as soon as it lands in the inbox, pulls the data out of the application, the loss runs, and the schedules, and scores each risk against your appetite, your portfolio, and how likely you are to win it. Your underwriters open a queue that is already ranked, with the appetite call, the numbers, and a recommended next step in front of them. And it learns your real appetite from the decisions they make.

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powered by Arivonix AI Submission Triage WORKFLOW Intake Intake Triage Queue Triage Queue UW Decision UW Decision Intelligence Intelligence CONFIGURE Workflows Integrations Settings JW Jennifer Walsh Senior Underwriter Intake & IngestionLive pipeline — AI extraction with source citations AI Triage & PrioritizationPortfolio-aware scoring — ranked by appetite fit and winnability Decision WorkbenchSummit Cold Storage Partners — SUB-2025-0856 Intelligence & Workflow OrchestrationContinuous learning + configurable automation rules Incoming Today 7 submissions New Sub — Mesa Verde Food09:12sarah.chen@marsh.comExtracted91% conf. BluePeak Digital Health — Cyber14:21david.park@wtw.comProcessing... Ironwood Construction WC+GL16:44robert.kim@burnsandwilcox.comExtracted73% conf. [Portal] Meridian Engineering08:15portal@ryanspecialty.comComplete96% conf. Cannabis retailer — need ins.11:33gary.mitchell@email.comAuto-Declined URGENT — Summit Cold Storage07:55paul.andersen@lockton.comComplete94% conf. [API] Cascade Transportation15:02cascade.api@aon.comExtracted78% conf. AI-Extracted Fields Source Citations NAMED INSUREDSummit Cold Storage Partners97%ACORD 126 p.1 NAICS493120 — Refrigerated Whse94%ACORD 126 p.1 §4 REVENUE$9.4M88%Cover Letter p.1 EMPLOYEES6191%ACORD 126 p.2 §7 EFFECTIVE DATEMay 9, 202599%ACORD 126 p.1 §2 BROKERLockton Companies99%Email Header LINE OF BUSINESSProperty + GL93%Cover Letter p.1 Click any citation to view source document Documents 5/6 Present ACORD 126 — Commercial GL93% ACORD 140 — Property Section91% Loss Runs 2021–202490% Statement of Values86% Prior Policy Dec Page94% Engineering / Inspection Reportmissing Processing Status Email ChannelEmail ClassificationNew Submission Entity ResolutionD&B Match Confirmed Extraction88% Complete Appetite Pre-CheckPASS — In Appetite Send to Triage Queue All URGENT HIGH Has Flags Export SCORESUBMISSIONLOBAPPETITEBROKERPREMIUM 4.6 BluePeak Digital Health LLC Open ReserveSUB-2025-0851 Cyber + Tech E&O In Appetite WillisPreferred $142,000 4.4 Meridian Engineering PartnersSUB-2025-0855 E&O In Appetite RyanPreferred $38,500 4.2 Mesa Verde Food ProcessingSUB-2025-0847 GL + Property In Appetite MarshPreferred $68,400 3.7 Summit Cold Storage Partners URGENTSUB-2025-0856 Property + GL In Appetite LocktonPreferred $54,800 3.3 Cascade Transportation Inc. High FreqSUB-2025-0849 Auto + WC In Appetite AonPreferred $187,000 2.9 Ironwood Construction LLC High FreqSUB-2025-0839 WC + GL Edge Case BurnsStandard $94,200 DAYS 61d 60d 45d 8d 31d 21d PORTFOLIO CONTEXT WRITTEN PREMIUM YTD $3.1M of $4.2M Hit Rate61% Avg Score3.9 Cycle3.2d GL + Property34% Cyber + Tech22% WC18% E&O14% Auto12% CLASS CONCENTRATION Food Mfg6.2%/10% Data/Tech9.1%/10% Contractors11.4%/10% Trucking4.1%/10% SELECTED Technical Rate $57,100 -4.0% vs quoted Open Workbench ← Back to Triage Summit Cold Storage Partners In Appetite Urgent — 8 Days URGENT SUB-2025-0856 · Refrigerated Warehousing & Storage · Minneapolis, MN · Eff: May 9, 2025 AI SCORE 3.7 Info Quote → Analysis Documents Pricing Routing Appetite Rules Engine 1 Pass 2 Issues NAICS 493120 — Refrigerated Whse Hard PASS Property Limit > $10M — Survey Required Hard EDGE Effective Date < 10 Days AI EDGE Loss History YEARCLAIMSPAIDOPEN RESERVE 20240$0$0 20231$6.4K$0 20220$0$0 20211$14.2K$0 AI Risk Signals +2 minor claims in 4 years — strong history +Frequency 0.5/yr vs 0.8/yr class avg +Lockton Preferred — 73% hit rate URGENT: 8 days to effective — non-renewal? $12M property requires engineering survey AI Reasoning Clean risk with one issue only: urgency. 0.5/yr frequency vs 0.8/yr class average. Bind subject to engineering survey. Call Lockton today. Quote subject to survey. Confirm prior market status. DECISION ACTIONS Quote at Standard Terms Quote at Standard Terms Refer to Senior Underwriter Request Additional Information Decline Submission Confirm Decision + Log Feedback → New Workflow Rule Feedback Loops Workflow Rules Integrations Performance Active Override Signal 12 overrides analyzed —2 rule candidates Every Weekly12 events Active Bind Outcome 8 bind outcomes mapped —model delta +0.14 Every Monthly8 events Active Loss Development Q1 run complete —3 benchmarks updated Every Quarterly4 events Alert Appetite Drift 2 drift patterns detected —action required As triggered2 events Appetite Drift Monitor 3 Patterns Detected Specialty Contractor WC — 6 upward overrides in 30 days Suggestion: Review rate adequacy for NAICS 238xxx 6 overrides Apply Dismiss California Cyber — CCPA modifier applied in 4/4 quotes Suggestion: Encode CCPA modifier as automatic rule 4 overrides Apply Dismiss Burns & Wilcox — 38% of WC subs missing NCCI EMR Suggestion: Update deficiency protocol for B&W WC queue 9 overrides Apply Dismiss

The problem

Underwriting digitized everything except the front door

Most carriers run a modern policy system, but the submission still arrives the way it did twenty years ago: an email with attachments in every format. Before a risk can be underwritten it has to be read, keyed in, checked for completeness, and weighed against appetite. A single underwriter can see thirty to a hundred or more of these a week, so the first hour on any risk is data entry and triage, not underwriting, and the queue ends up ordered by who emailed last.

1

Volume beats capacity

Thirty to a hundred or more submissions a week per underwriter, far more than the team can work well.

2

The best risks go cold

Good risks wait while the team reacts to whoever shouted loudest, and brokers bind them elsewhere.

3

Decisions live in people’s heads

Why a risk was declined or set aside is rarely written down, so you cannot audit it or train on it.

4

Leakage shows up late

Off-appetite or mispriced business only shows up at the quarterly loss-ratio review, long after it is bound.

Underwriters are the most expensive people in the operation, and a large part of their time goes to sorting. On a team of ten, the admin load is like three to four full positions spent moving submissions around instead of selecting and pricing risk.

The problem of underwriters
What it looks like today: an email problem, worked by hand.

How it works

One workflow, from the inbox to the decision

Insuronix brings four stages into one flow: it reads every submission, ranks them by fit and value, puts everything an underwriter needs on one screen, and learns from every decision. The queue is ordered by a triage score built from six signals: appetite fit, data completeness, risk quality, broker quality, premium size, and how likely you are to win the account. It is built for insurance, it runs read-only against your own systems, and your team approves every action.

Built for insurance

Tuned for commercial P&C: ACORD applications, statements of value, loss runs, and the class codes and appetite language your team uses.

An agent that reads every submission

It reads each package as soon as it arrives and pulls out the fields, so nothing sits in the queue waiting for a person to open it first.

It learns your real appetite

It learns what you write and why from the decisions your underwriters make, not from a guidelines document that goes out of date.

01

Intake and ingestion

It reads every submission when it arrives

Submissions come in from email, broker portals, and APIs. Insuronix reads the whole package, the application, the statement of values, the loss runs, and the supplementals, and pulls the data into structured fields. Every field shows the document and page it came from, so your team can check it against the source.

  • Reads email, portal, and API submissions
  • Pulls fields from ACORD forms, SOVs, and loss runs
  • A source citation on every field it extracts
Intake and Ingestion

02

Decision workbench

Everything an underwriter needs, on one screen

For each submission, the workbench puts the appetite call, the loss history, the risk signals, and a plain-English summary on one screen. Appetite fit is not a single number: every hard, soft, and learned rule shows as Pass, Edge, or Fail, each with a reason your team can defend and an auditor can follow. Every signal links back to the document it came from.

The appetite call and the price, together. The workbench also shows the indicated technical rate next to the broker’s target, so the gap is visible before anyone quotes. From there the underwriter can quote, request missing information, route to a senior underwriter, or decline, in one click.
Decision Workbench

03

Learning and intelligence

It learns your real appetite over time

Overrides, bind and decline outcomes, and relevance signals all teach the system what your team writes and why. The rules you set at the start matter less over time as the system learns from those decisions. Its accuracy is designed to climb from around 60% at setup toward 95% and above over a few months, without anyone editing a rule.

  • Learns from overrides, bind outcomes, and loss development
  • An appetite drift monitor that flags when your written rules fall behind
  • No rule editing to keep it current
Intellience and Workflow Orchestration

04

Workflow automation

You decide what happens after each triage

With a simple when, if, then builder, your ops team decides what happens after a triage outcome: assign the risk, escalate it, request missing documents, raise a ticket, or start the quote in your policy system. The underwriter approves each action. Every submission moves through a clear pipeline, from received to actioned, so nothing stalls unseen in a deficiency loop.

  • A when, if, then builder, with no IT project
  • Works with email, Jira, Slack, spreadsheets, and your PAS
  • A clear pipeline from received to actioned
Intake amd ingestion

05

Security and fit

It sits above your systems, read-only

Insuronix works as a data processor. It connects to your policy system through read-only access to the data it needs for triage, premium, class codes, loss ratios, and the renewal calendar. It sits above your PAS, so there is no rip and replace and no write access to production. Every output comes with citations and an audit trail, and it supports single sign-on and your data-residency rules.

  • Read-only access to your policy system
  • Single sign-on and data residency, under your rules
  • Citations and an audit trail on every output
Integrations

What this changes

Made for underwriting and operations

For underwriters

  • The queue is ranked by what is worth your time, so the best risks are not waiting behind the loudest ones.
  • The appetite call comes with a reason and a citation, so you can defend it to a referral committee and an auditor can follow it.
  • Less time reading, re-keying, and chasing documents, and more on the risk selection and pricing you were hired for.

For underwriting operations

  • Every submission is tracked from received to actioned, including the ones stuck in a deficiency loop.
  • You can measure the funnel and see where risks stall, instead of guessing from email threads.
  • Routing, escalation, deficiency emails, and tickets are configured by your team, not built in an IT project.

For the business: the admin load on a team of ten is like three to four underwriters of capacity, and it comes back without hiring. Fewer good risks go cold, and you have a record of how every decision was made.

The numbers

What this can look like

30-40%

Not weeks

Underwriter time on admin work today

3-4

Underwriters

Of capacity lost to sorting on a team of ten

60 → 95%

Relevance

Designed to climb as it learns your decisions

60-80%

Less handling

The manual triage effort it is built to remove

See it on your own submissions

Book 30 minutes with our team. We’ll show you a queue ranked, explained, and priced on realistic submissions for your lines, and what a pilot on your own book would look like.