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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

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

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

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

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

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

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

  • 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.

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

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

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

  • 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.

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

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

  • Confer with legal counsel on claims requiring litigation.

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

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

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

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

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

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

  • Pay and process claims within designated authority level.

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

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

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

  • Obtain credit information from banks and other credit services.

  • Attend mediations or trials.

  • Collect evidence to support contested claims in court.

  • Report overpayments, underpayments, and other irregularities.

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

Technologies & Software

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

Alternative Job Titles