Insurance · Agencyn8n · Claude AIDocument extractionBased on a project I built

The email comes in. The quote goes out — on its own.

Case study by Achiya Cohen, founder of Achiya Automation

At an insurance agency, an email with PDF policies goes through AI extraction for coverages, deductibles, driver age and roadside services. The flow prepares a WhatsApp draft according to the handling rep and records the details in a sheet for review and tracking.

PDF
Policy-document input
AI
Fields extracted into a draft
Review
Before customer-facing use
Before & After

Every email requires manual decoding Email comes in → the customer is updated

Before
  • Emails with PDF policies come in throughout the day
  • A rep opens, reads and extracts by hand: mandatory, comprehensive, third party, deductible
  • Drafting a summary for the customer adds work to every quote
  • Peak-hour load = customers waiting hours for an answer
After
  • AI reads the policies in the email — including tables
  • Extracts coverages, deductibles, driver age and seniority into a reviewable draft
  • Builds a summary draft according to the handling rep
  • The quote details and status are recorded in a tracking sheet
The flow itself

Here's how it works inside

A description of each flow, with identifying details removed.

FLOW · 01

Policy email → AI extraction → WhatsApp + logging

The email is captured and the attached policies are read by an AI model that extracts predefined fields: mandatory vs. comprehensive, third party, deductible, the young driver's age and seniority. The system identifies the handling rep by email address, prepares a Hebrew summary draft and records the quote details in the agency's tracking sheet.

Email triggerPDF extractionClaude AIWhatsApp templateGoogle Sheets
Screenshot of the n8n flow. What happens: 1. An email with policies arrived 2. The files are read 3. AI pulls out the key details 4. Everything goes into the sheet 5. The client gets a WhatsApp summary
Results

The numbers you feel every day

Structured
Field extraction
The required fields are defined in the flow
Draft
Customer message
The wording is prepared for the handling rep to review
Tracking
Quote records
Details and status are kept in the sheet

Are documents decoded by hand at your company too?

Policies, contracts, quotes — if someone reads and copies by hand, there's an automation here waiting to be built.

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