Insurance

AI Claims Intake and Proposal Autofill for a Motor Insurer

An intake system that reads claim and proposal emails, extracts the facts, and prepares cases and forms for a handler to review.

Illustration of a friendly robot assistant handing sorted papers to an office worker
3

workflows covered

Challenge

What was slowing the business down?

Claims and new-business proposals arrived as emails with photos, forms and scanned documents. Handlers re-typed the same details into several systems before any real decision could be made.

Solution

What we built or automated

  • Email and upload intake that extracts structured facts from messages and attachments
  • Deterministic triage rules for motor claims, with the reasoning shown to the handler
  • Proposal path that fills a draft proposal PDF from a customer's documents for review
  • Operator review screen for every case
  • Machine API that lets a Discord claims assistant create and update cases
Outcomes

Business impact

  • Handlers start from a prepared case instead of a raw inbox
  • Proposal forms are drafted automatically and only need checking
  • The insurer has a working model for AI-assisted operations beyond intake
Tools

Tech stack

FastAPIPythonOpenAI APIGmail APIPostgreSQLAlembicReact

From inbox to reviewed case, with the re-typing done by the system.

Free, no-obligation call

Want results like these?

Walk us through it on a 30-minute call. We’ll suggest what to tackle first, then send a written proposal with a price.

We will cover
  • What your staff spend the most hours on
  • Which of those jobs we could take on or automate
  • Where we’d suggest starting

Prefer email? Write to contact@silvertonguecontracting.com

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