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Automation Risk Analysis

Will “Liability Claims Representative” 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 Representative” 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 Representative” 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

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

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

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

  • Collect evidence to support contested claims in court.

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

  • Confer with legal counsel on claims requiring litigation.

  • 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.

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

  • Report overpayments, underpayments, and other irregularities.

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

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

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

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

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

  • 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.

  • Attend mediations or trials.

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

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

  • Obtain credit information from banks and other credit services.

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

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

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

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

  • Pay and process claims within designated authority level.

  • 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.

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

Technologies & Software

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

Alternative Job Titles