In Build

Full Submit-to-Quote via Email.

The most natural interface in insurance is the one everyone already uses. This pipeline takes a plain submission email and returns a reviewable quote — in minutes.

The problem

A typical hard-to-place workers' comp submission bounces through portals, PDFs, and phone tag for days before anyone even rates it. Producers lose momentum; insureds lose patience. The information was all in the first email — it just needed to be understood.

How it works

1

The email arrives

Payroll, operations, loss runs, narrative — attached or in the body, in whatever shape the producer sends it.

2

AI reads everything

Class codes identified, payroll parsed, experience mod pulled, loss history summarized — structured into a complete submission file automatically.

3

The quote assembles

Rates, credits, and market fit are evaluated in real time, producing a draft quote package for human review.

4

Back to the inbox

A complete, documented, human-reviewed quote lands where the conversation started. Minutes, not days.

Stack & status

AI DOCUMENT PARSING ACORD DATA MODEL EMAIL-NATIVE HUMAN-IN-THE-LOOP

Actively in build. The end-to-end flow is being prototyped against real-world submission formats, with a licensed human reviewing every output.

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