AI Claims Review Automation for Adjusters

Let your AI agent handle claim file analysis, highlight fairness concerns, and surface missing documents—so you can focus on settlements, not paperwork.

You spend hours in Excel, Outlook, and SharePoint chasing down claim details, cross-checking policy terms, and updating clients. As an insurance adjuster, it's easy to miss equity issues or documentation gaps when juggling dozens of files. The manual grind leads to stress, delays, and the risk of costly errors slipping through.

An AI agent that reviews insurance claims for fairness, flags missing documents, and generates actionable reports for adjusters.

What this replaces

Manually reading claim files in SharePoint
Cross-checking policy terms in PDF documents
Tracking missing paperwork in Excel spreadsheets
Drafting client update emails in Outlook
Highlighting fairness issues by hand

The hidden cost

What this is really costing you

In property and casualty insurance, adjusters often spend 8-10 hours a week reading claim files, comparing details against policy language, and preparing updates in Microsoft Word and Outlook. The manual process is slow and error-prone, making it tough to spot fairness issues or incomplete documentation. Missed red flags can lead to compliance headaches and unhappy clients. The real cost is wasted time and increased risk of disputes.

Time wasted

8-10 hrs/week

Every week, burned on work an AI agent handles in minutes.

Money lost

$17,000-$21,000/year

In salary, missed revenue, and operational drag — annually.

If you keep ignoring it

Ignoring this means higher chances of compliance violations, client complaints, and expensive disputes. Over time, your agency risks losing business to competitors who resolve claims faster and more accurately.

Cost estimates derived from U.S. Bureau of Labor Statistics occupational wage data and O*NET task analysis.

Return on investment

The math speaks for itself

Today — without agent

9 hrs/week

of manual work

$19,000/year/ year

With your AI agent

1.5 hrs/week

agent-handled

$3,200/year/ year

You save

$15,800/year

every year, reinvested into growing your business

Estimates based on U.S. Bureau of Labor Statistics median salary data and O*NET task importance ratings from worker surveys. Time savings assume 80% automation of eligible task components.

Jobs your agent handles

What this agent does for you

Complete jobs, handled end-to-end — so your team focuses on what matters.

Quick Claim Review for New Submission

You ask your agent to summarize a new claim and check for any fairness issues before you proceed.

Double-Check a Settlement Proposal

You ask your agent to review a settlement offer and highlight anything that might disadvantage your client or the insurer.

Prepare for Client Update

You ask your agent to generate a summary of claim progress and any unresolved equity concerns for your next client call.

Spot Missing Documentation

You ask your agent to review a claim file and list any missing or incomplete documents needed for an equitable decision.

How to hire your agent

1

Connect your tools

Link your agency management software and document management systems used for claims processing.

2

Tell your agent what you need

Type: 'Review this claim file and flag any issues that could impact a fair settlement for both parties.'

3

Agent gets it done

Receive a clear summary highlighting fairness concerns, missing documents, and actionable recommendations.

You doing it vs. your agent doing it

Read through pages of claim notes and policy documents yourself.
Agent delivers a concise summary with key points in seconds.
30 min/claim
Manually cross-check each file against required documentation lists.
Agent auto-generates a checklist and flags missing items instantly.
20 min/claim
Compare settlement terms to policy details and past cases by hand.
Agent highlights potential inequities and suggests negotiation points.
15 min/claim
Draft summaries and status reports from scratch.
Agent creates ready-to-send summaries and recommendations.
15 min/claim

Agent skill set

What this agent knows how to do

Claim File Summarization

Extracts key facts from claim files in SharePoint and generates concise summaries highlighting critical settlement details.

Policy Term Analysis

Compares claim data with policy documents (PDFs, DocuSign) and flags inconsistencies or missing information in a clear report.

Equity Issue Detection

Reviews settlement proposals and identifies potential fairness concerns, surfacing negotiation points for further review.

Documentation Audit

Scans claim folders and lists missing or incomplete documents, creating a checklist for each file.

Client Update Preparation

Drafts ready-to-send status reports in Word or Outlook, summarizing claim progress and open equity items.

AI Agent FAQ

Yes, the agent connects with systems like Guidewire, Duck Creek, and OneDrive via API. You can pull claim files directly from your usual workflow without switching platforms.

No, your AI agent provides analysis, highlights concerns, and recommends next steps. Final settlement authority always remains with you as the licensed adjuster.

All claim data is encrypted in transit using TLS 1.3 and never stored after processing. Only authorized users can initiate tasks, and audit logs are available for every action.

The agent is optimized for standard property and casualty claims in English. Support for multi-language files is on the roadmap, but currently, English-language documents work best.

You can automate claim review by connecting your system and assigning files for analysis. The agent scans, summarizes, and flags issues—saving you hours on every case.

See how much your team could save with AI

Take our free 2-minute automation audit. Get a personalized report showing exactly which tasks AI agents can handle for your team.

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