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
The email arrives
Payroll, operations, loss runs, narrative — attached or in the body, in whatever shape the producer sends it.
AI reads everything
Class codes identified, payroll parsed, experience mod pulled, loss history summarized — structured into a complete submission file automatically.
The quote assembles
Rates, credits, and market fit are evaluated in real time, producing a draft quote package for human review.
Back to the inbox
A complete, documented, human-reviewed quote lands where the conversation started. Minutes, not days.
Stack & status
Actively in build. The end-to-end flow is being prototyped against real-world submission formats, with a licensed human reviewing every output.