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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

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

  • 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.

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

  • 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.

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

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

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

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

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

  • Pay and process claims within designated authority level.

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

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

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

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

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

  • Report overpayments, underpayments, and other irregularities.

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

  • Confer with legal counsel on claims requiring litigation.

  • Collect evidence to support contested claims in court.

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

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

  • Attend mediations or trials.

  • 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.

  • Obtain credit information from banks and other credit services.

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

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

Technologies & Software

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

Alternative Job Titles