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Automation Risk Analysis

Will “Property and Casualty Insurance Claims Examiner” be Automated?

Historical Context: Oxford Study (2013)

Ranked #675 of 702. Estimated risk: 98.0%

Directly assessed by researchers as likely automatable
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AI Exposure Risk

56%

“Property and Casualty Insurance Claims Examiner” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 56% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

33%

“Property and Casualty Insurance Claims Examiner” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 33% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Claims Adjusters, Examiners, and Investigators, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Review settled claims to determine that payments and settlements are made in accordance with company practices and procedures. Confer with legal counsel on claims requiring litigation. May also settle insurance claims.

Avg. Annual Salary $78,770
Avg. Hourly Wage $37.87
Available Jobs (US) 305,020
Job Title & Hierarchy Code (SOC) Claims Adjusters, Examiners, and Investigators #13-1031
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Claims Adjusters, Examiners, and Investigators”

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Core Skills & Abilities

  • Review police reports, medical treatment records, medical bills, or physical property damage to determine the extent of liability.

  • Conduct detailed bill reviews to implement sound litigation management and expense control.

  • Investigate and assess damage to property and create or review property damage estimates.

  • Adjust reserves or provide reserve recommendations to ensure that reserve activities are consistent with corporate policies.

  • Verify and analyze data used in settling claims to ensure that claims are valid and that settlements are made according to company practices and procedures.

  • Examine titles to property to determine validity and act as company agent in transactions with property owners.

  • Interview or correspond with claimants, witnesses, police, physicians, or other relevant parties to determine claim settlement, denial, or review.

  • Attend mediations or trials.

  • Prepare reports to be submitted to company's data processing department.

  • Examine claims investigated by insurance adjusters, further investigating questionable claims to determine whether to authorize payments.

  • Examine claims forms and other records to determine insurance coverage.

  • Enter claim payments, reserves and new claims on computer system, inputting concise yet sufficient file documentation.

  • Interview or correspond with agents and claimants to correct errors or omissions and to investigate questionable claims.

  • Negotiate claim settlements or recommend litigation when settlement cannot be negotiated.

  • Resolve complex, severe exposure claims, using high service oriented file handling.

  • Collect evidence to support contested claims in court.

  • Analyze information gathered by investigation and report findings and recommendations.

  • Confer with legal counsel on claims requiring litigation.

  • Report overpayments, underpayments, and other irregularities.

  • Investigate, evaluate, and settle claims, applying technical knowledge and human relations skills to effect fair and prompt disposal of cases and to contribute to a reduced loss ratio.

  • Refer questionable claims to investigator or claims adjuster for investigation or settlement.

  • Supervise claims adjusters to ensure that adjusters have followed proper methods.

  • Communicate with reinsurance brokers to obtain information necessary for processing claims.

  • Present cases and participate in their discussion at claim committee meetings.

  • Pay and process claims within designated authority level.

  • Contact or interview claimants, doctors, medical specialists, or employers to get additional information.

  • Communicate with former associates to verify employment record or to obtain background information regarding persons or businesses applying for credit.

  • Maintain claim files, such as records of settled claims and an inventory of claims requiring detailed analysis.

  • Obtain credit information from banks and other credit services.

Technologies & Software

  • AutoClaims Direct DirectLink
  • Covansys ClaimConnect
  • Brightwork Alyce Claims Systems
  • CCC EZNet electronic communications network
  • Grok (xAI)
  • Bramerhill ClaimsTech
  • Property damage, bodily injury, and liability estimation software
  • First Notice Systems ClaimCapture
  • DeepSeek
  • Nova (Amazon)
  • ADP software
  • 4n6xprt Systems StiffCalcs
  • Visual Statement Investigator Suite
  • Mozilla Firefox
  • Computerized voice stress analyzer CVSA software
  • Injury Sciences EDR InSight
  • InSystems Calligo Document Management System
  • Gemini (Google)
  • Medical procedure coding software
  • Agency Management Systems AMS 360
  • Hyland OnBase Enterprise Content Management
  • Simsol for Adjusters
  • Datanex ClaimTrac
  • CSC Automated Work Distributor AWD
  • Medical condition coding software
  • Apple Safari
  • Microsoft Access
  • CSC Colossus
  • Castek Insure3 Claims
  • MapScenes Pro
  • Alteryx AI
  • Meta Business AI
  • IBM Fraud and Abuse Management System
  • Insurance claims fraud detection software
  • Clear Technology Tranzax
  • Llama (Meta)
  • QwikQuote software
  • Captiva InputAccel
  • Microsoft Excel
  • ARSoftware WinSMAC
  • Claims processing administration and management software
  • Tropics Claims Reserve Management
  • ISO NetMap for Claims
  • Magnify Predictive Targeting System
  • StrataCare StrataWare eReview
  • Fair Isaac Claims Advisor
  • CCC TL2000 Solution
  • CCC Pathways Appraisal Quality Solution
  • Tableau AI
  • Claude (Anthropic)
  • Document management system software
  • Bill review software
  • Healthcare common procedure coding system HCPCS
  • Microsoft PowerPoint
  • MapScenes Evidence Recorder
  • Automatic Data Processing Autosource
  • Microsoft Office software
  • Mistral (Mistral AI)
  • Microsoft Word
  • Microsoft Publisher
  • Planful AI
  • Business software applications
  • Zoom
  • Automatic Data Processing Claims Manager & Dispatch
  • Corporate Systems ClaimsPro
  • DataRobot
  • Turtle Creek Software Goldenseal Architect
  • CSC Fault Evaluator
  • Axonwave Fraud and Abuse Management System
  • LexisNexis RiskWise
  • CCC Pathways Image Management Solution
  • BCCORP W5 for Adjusters
  • Napkin AI
  • Qwen (Alibaba)
  • Perplexity AI
  • Gemini for Workspace
  • BCCORP Burkitt W5
  • CCC GuidePost Decision Support
  • Microsoft Outlook
  • ISO ClaimSearch
  • Hummingbird Legal Bill Review
  • PhotoModeler
  • CGI INSideOUT
  • Fair Isaac SmartAdvisor
  • Xactware Xactimate
  • ChatGPT (OpenAI)
  • CGI-AMS BureauLink Enterprise
  • Bridium Claims 3
  • Automatic Data Processing Estimating
  • CAD Zone Insurance
  • Microsoft Copilot
  • Kimi (Moonshot AI)
  • Event data recorders
  • Mobile wireless handheld communication devices
  • Data collectors
  • Measure markers
  • Desktop computers
  • Handheld computers
  • Total stations
  • Personal computers
  • Personal digital assistants PDA
  • Field computers
  • Scanners
  • Tablet computers
  • Notebook computers

Alternative Job Titles