AI Claims Review Automation for Adjusters
Let your AI agent analyze police reports, medical records, and property damage photos to deliver organized, evidence-backed liability summaries—no more late nights sorting through endless PDFs.
You spend hours in Guidewire and Excel, digging through scanned police reports and medical bills. As a claims adjuster, missing a single detail in your liability review can mean costly disputes, compliance headaches, and angry clients. Manual cross-checking between Outlook, shared drives, and claim files leaves you exhausted and prone to errors.
An AI agent that reviews police reports, medical records, and property damage files to deliver fast, evidence-based liability assessments for insurance claims adjusters.
What this replaces
The hidden cost
What this is really costing you
In the insurance industry, claims adjusters are stuck manually reviewing every police report, medical record, and property damage photo for each claim. Pulling files from Guidewire, opening attachments in Outlook, and comparing details in Excel is tedious and error-prone. With pressure to close claims quickly, key evidence is easily missed, leading to inconsistent liability decisions.
Time wasted
2 hrs/week
Every week, burned on work an AI agent handles in minutes.
Money lost
$4,500/year
In salary, missed revenue, and operational drag — annually.
If you keep ignoring it
Overlooked evidence can result in denied claims, regulatory penalties, and increased litigation. Delays frustrate policyholders and damage your firm's reputation.
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
2 hrs/week
of manual work
With your AI agent
20 min/week
agent-handled
You save
$3,750/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 Liability Check
You ask your agent to review all documents for a new claim and provide a liability summary.
Spot Billing Discrepancies
You ask your agent to compare medical bills with treatment records and flag any inconsistencies.
Evidence Consistency Review
You ask your agent to check if property damage photos match the police report descriptions.
Prepare for Dispute Resolution
You ask your agent to generate a detailed report highlighting all supporting evidence for liability decisions.
How to hire your agent
Connect your tools
Link your claims management, document storage, and bill review systems to securely access relevant files.
Tell your agent what you need
Type: 'Review these police and medical reports and summarize liability for claim #4567.'
Agent gets it done
Receive a clear, organized liability assessment with supporting evidence and flagged issues.
You doing it vs. your agent doing it
Agent skill set
What this agent knows how to do
Summarize Key Facts from Police Reports
Pulls incident details, party names, and timelines from police reports in Guidewire, generating a concise summary for liability review.
Match Medical Bills to Treatment Records
Compares CPT codes and billing amounts from scanned invoices in Adobe Acrobat with medical treatment records, flagging discrepancies for further review.
Validate Property Damage Evidence
Analyzes uploaded photos from OneDrive and matches them to descriptions in claim files, noting any inconsistencies or missing documentation.
Draft Liability Assessment Reports
Creates a clear, evidence-based summary in Word format, pulling data from all claim documents for supervisor sign-off.
Detect Red Flags and Possible Fraud
Scans for suspicious billing patterns, repeated parties, or conflicting statements across all claim documents, alerting the adjuster to potential issues.
AI Agent FAQ
Yes, the agent reads police reports, medical records, and property damage photos in PDF, Word, and JPEG formats. You can upload files directly from Guidewire or OneDrive, and the agent will cross-reference them for inconsistencies.
All documents are encrypted in transit using TLS 1.3. The agent deletes files after processing and never stores claim data. Only authorized users with UpAgents credentials can access the output.
The agent connects to Guidewire, OneDrive, and Outlook via secure APIs. You can also upload files manually if your organization uses a different claims management system.
Currently, the agent handles English-language documents and typed records. Handwritten notes may not be fully interpreted. Multi-language support and handwriting recognition are planned for future updates.
By automatically extracting, comparing, and summarizing evidence from all claim documents, the agent reduces manual review time and flags potential issues for your attention. Human oversight is still required for final liability decisions.
Related tasks
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