AI AgentsAutomationInsurance

AI Submission Intake

An email-driven agent that ingests insurance submissions, understands the documents, validates them, and generates carrier quotes — cutting submission handling from up to a day to minutes.

Client

US-based commercial insurance provider

Industry

Insurance

Duration

Production engagement

AI Submission Intake
The Challenge

What problem did they face?

Underwriting teams manually reviewed every emailed submission attachment, interpreted the documents, and re-keyed the data into a carrier portal to request quotes. Each submission took roughly half a day to a full day, creating a backlog and a high error rate.

Our Solution

How did we solve it?

We built an email agent that automatically fetches attachments, reads and understands the documents, extracts and structures every required field into a review UI, and validates against underwriting rules. Submissions that violate rules are flagged for rejection with reasons; clean submissions are pushed to the quote phase, where the agent calls the carrier APIs to generate a quote ready for underwriter review.

The Results

Measurable Impact

~5 min
Handling Time
From half a day to a full day
Eliminated
Manual Re-keying
Auto-extracted into UI
Automated
Rule Validation
Auto-flags violations
API-driven
Quoting
Carrier quote auto-generated
Tech Stack

Technologies Used

LangGraph
Document AI
Email Agent
Carrier API Integration
Python
AWS

Start With a Pilot

A Working AI Agent

in 2–3 Weeks

Start with a fixed-fee pilot: a working agent in your environment, tied to one success metric. Continue on a build-and-operate retainer or walk away.

Book a Pilot Call