Claims Review Automation for Insurance

Let your AI agent handle claim analysis, coverage checks, and reporting—so you can focus on resolving complex cases and client communication.

As a claims adjuster, you spend hours digging through forms in Excel, emails, and scanned PDFs. Missing a coverage detail or policy exclusion can mean compliance violations, delayed payouts, and frustrated clients. Manual review in Guidewire or shared drives is tedious and error-prone.

An AI agent that analyzes insurance claims, cross-checks policy coverage, flags inconsistencies, and generates summary reports for adjusters.

What this replaces

Extract claim details from PDFs and input into Guidewire
Cross-check policy coverage in Excel spreadsheets
Flag incomplete records by manually reviewing scanned documents
Draft summary reports in Microsoft Word for each claim
Verify exclusions and endorsements using policy admin portals

The hidden cost

What this is really costing you

In the insurance industry, claims adjusters waste hours manually reviewing forms, cross-referencing policy details in Guidewire, and drafting reports in Word. Each claim demands careful scrutiny to avoid costly errors. The repetitive paperwork slows down processing and leaves little time for high-value tasks like client calls or dispute resolution.

Time wasted

1.9 hrs/week

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

Money lost

$2,755/year

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

If you keep ignoring it

Ignoring this problem leads to compliance violations, delayed claim settlements, increased customer complaints, and higher risk of audit failures.

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

1.9 hrs/week

of manual work

$2,755/year/ year

With your AI agent

0.4 hrs/week

agent-handled

$580/year/ year

You save

$2,175/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.

Quickly Assess New Claims

You ask your agent to analyze a just-submitted claim and summarize coverage eligibility based on the provided forms and policy.

Spot Policy Gaps

You ask your agent to check a claim for missing or conflicting information before moving forward with processing.

Prepare for Review Meetings

You ask your agent to generate a summary report of all claims reviewed this week, highlighting any coverage disputes.

Double-Check Complex Claims

You ask your agent to verify coverage details for a claim with multiple policy endorsements and exclusions.

How to hire your agent

1

Connect your tools

Link your claims management, document review, and policy administration systems.

2

Tell your agent what you need

Type: 'Review this claim form and supporting documents to determine if the loss is covered under policy #12345.'

3

Agent gets it done

Receive a structured summary with coverage determination, flagged inconsistencies, and a ready-to-file report.

You doing it vs. your agent doing it

Read each form, extract details, and compare to policy manually.
Agent extracts details and provides a coverage summary instantly.
1 hr/week
Manually check for missing or conflicting information in documents.
Agent highlights issues automatically for your review.
0.5 hr/week
Write up findings and coverage decisions for each claim.
Agent generates a ready-to-use report after analysis.
0.3 hr/week
Search through policy documents to verify limits and exclusions.
Agent matches claim details to policy terms automatically.
0.1 hr/week

Agent skill set

What this agent knows how to do

Claims Form Extraction

Pulls policyholder and incident details from submitted PDFs and organizes them for quick review.

Policy Coverage Cross-Check

Matches claim information against policy data in Guidewire, highlighting applicable coverage, exclusions, and limits.

Inconsistency Identification

Monitors for missing or conflicting entries in scanned forms, alerting adjusters to potential issues before processing.

Summary Report Drafting

Drafts concise findings and coverage decisions in Word format, ready for supervisor approval or client communication.

AI Agent FAQ

No, your agent delivers a detailed analysis and recommendation, but you retain responsibility for the final decision. It helps you review claim details faster and more thoroughly.

Yes, the agent analyzes claims with multiple policy endorsements and exclusions, highlighting relevant sections and potential conflicts. For highly complex cases, review its findings before submission.

All data is encrypted in transit using TLS 1.3 and at rest. Only authorized adjusters can access outputs, and no information is stored after processing.

The agent analyzes digital documents and clear scanned files. Handwritten or low-quality scans may require manual review or clarification.

You can upload documents and export reports for Guidewire, Duck Creek, or ClaimCenter. Direct API integration is planned for future releases.

Your agent cross-checks claim details with policy data, flags inconsistencies, and generates structured reports, reducing manual errors and missed coverage issues.

See how much your team could save with AI

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