# AI for Insurance Agencies & Claims

> AI for insurance agencies reads submissions, ACORDs, and loss runs into your AMS, mines the renewal book for remarketing and coverage-gap openings, and triages FNOL and claims — with a licensed human always making the coverage call.

_Source: https://plenaura.com/industries/insurance-ai · Last updated: 2026-06-03 · Plenaura_

**The problem:** Submissions arrive as PDFs and get re-keyed by hand. Renewals get worked in date order, so remarketing candidates and cross-sell openings slip past. COIs, policy-checking, and FNOL intake all pile onto the same overworked CSRs. Every step is slow, inconsistent, and quietly builds E&O exposure.

## What we build

- Submission intake & ACORD extraction — applications and loss runs read into your AMS and quoting prepped before a CSR touches the file
- Renewal-book mining — remarketing candidates, coverage gaps, and cross-sell openings flagged across the whole book, not just what's due this week
- FNOL triage & claims assembly — first notice of loss classified, routed to the right carrier or adjuster, and packaged with the supporting documents
- Certificate (COI) issuance — requests read, certificates generated against the actual policy, and queued for a quick human sign-off
- Policy-checking — quote versus binder versus issued policy compared line by line to catch discrepancies before they turn into an E&O claim
- Endorsement & commission reconciliation — endorsement requests processed and carrier statements matched to the commissions you were owed

## What these systems are built to do

- Read into your AMS — ACORDs and loss runs extracted, quoting prepped
- Whole-book view — Remarketing, coverage gaps & cross-sell surfaced
- Human stays in control — AI drafts; your licensed team makes the call

## FAQ

### Does this make coverage or underwriting decisions on its own?

No. The system reads documents, preps quotes, flags gaps, and drafts certificates and responses — but a licensed producer or CSR always makes the coverage, binding, and underwriting call. It removes the keying and reading, not the judgment or the license behind it.

### Will it work with our management system?

Yes — connecting to your AMS (AMS360, Applied Epic, HawkSoft, EZLynx and similar) and to carrier downloads is part of the build, so data lands in the right account and policy record instead of in another disconnected tool your team has to check.

### Is this just document automation with a CRM bolted on?

No. Reading an ACORD is table stakes. The value is in what connects: intake feeds quoting, the renewal book feeds remarketing and cross-sell, policy-checking feeds your E&O defense, and FNOL feeds claims assembly — one system built around how an agency actually runs.