Mash AI
Insurance Agent48h→1h

Submission Agent

Broker submissions, triaged in minutes.

Takes in broker submissions and pulls the risk data out of forms and emails into a clean, underwriter-ready record, no manual rekeying. Your team moves from doing the work to reviewing the exceptions.

Submission Agent48h→1h
In
  • Live event streams
  • Historical data
  • Policy & rules
agent
Out
  • Exception flags
  • Structured records
  • Drafted communications
Commercial underwriting intake100% audit
48h→1h
Headline result
48h → 1h
Submission turnaround
0 wks
Typical time to live
The problem

Why this work breaks at scale.

Copy, paste, reconcile, repeat, across tools that don't talk. Expensive, inconsistent run to run, and hard to audit later.

With Submission Agent: submissions from 2 days to under an hour.
Capabilities

What the Submission Agent does for your team.

01

Improves with feedback

Reviewer corrections feed back into evaluation, tightening accuracy on your data over each cycle.

02

Writes a complete audit trail

Every step is timestamped and reversible, giving you 100% coverage for internal review and external audit.

03

Scores and prioritises

Ranks work by risk, value, and urgency so the queue reflects what actually needs attention first.

04

Deterministic where it matters

Regulated or high-stakes steps follow fixed, testable workflows, generative help is reserved for drafting and ideation.

How it works

Quote, bind, and pay, without the swivel-chair.

01

Ingest

Pulls in the relevant records and documents the moment they arrive.

02

Extract & validate

Structures the data and checks it against your rules and reference masters.

03

Decide or draft

Resolves the routine case or prepares a recommendation for review.

04

Post & log

Commits the outcome to your system of record with a full audit trail.

Inputs
  • Live event streams
  • Historical data
  • Policy & rules
  • Reference masters
Outputs
  • Exception flags
  • Structured records
  • Drafted communications
  • Posted transactions
Fits your stack

Deployed into the systems you already run.

No rip-and-replace. The Submission Agent connects to your existing insurance tooling and writes back to your system of record.

GuidewireDuck CreekSalesforceSAPVector DBDocument AI
In production

Deployed for Commercial underwriting intakesubmissions from 2 days to under an hour.

See a case study
Questions

The practical details.

No. It removes the low-judgment, repetitive work and routes anything consequential to a person with the context attached, so your team spends time where judgment actually pays off.

A first version typically runs against your own data within weeks, the first agent can be live in as little as 48 hours, with full deployment in two to eight weeks.

It integrates with the insurance systems you already run, Guidewire, Duck Creek, Salesforce and more, with no rip-and-replace.

Yes. You own 100% of the IP, code, and documentation. There is no platform lock-in and the full system transfers to your team.