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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

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

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

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

  • Report overpayments, underpayments, and other irregularities.

  • Pay and process claims within designated authority level.

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

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

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

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

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

  • Obtain credit information from banks and other credit services.

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

  • Attend mediations or trials.

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

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

  • 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.

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

  • Collect evidence to support contested claims in court.

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

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

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

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

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

  • 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.

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

  • Confer with legal counsel on claims requiring litigation.

  • 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.

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

Technologies & Software

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

Alternative Job Titles