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Automation Risk Analysis

Will “Liability 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%

“Liability 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%

“Liability 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

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

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

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

  • Pay and process claims within designated authority level.

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

  • 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.

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

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

  • 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.

  • Attend mediations or trials.

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

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

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

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

  • Collect evidence to support contested claims in court.

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

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

  • Confer with legal counsel on claims requiring litigation.

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

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

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

  • Report overpayments, underpayments, and other irregularities.

  • Obtain credit information from banks and other credit services.

  • 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.

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

  • 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.

Technologies & Software

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

Alternative Job Titles