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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

  • 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.

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

  • Report overpayments, underpayments, and other irregularities.

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

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

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

  • 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.

  • Confer with legal counsel on claims requiring litigation.

  • Pay and process claims within designated authority level.

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

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

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

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

  • Collect evidence to support contested claims in court.

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

  • Attend mediations or trials.

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

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

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

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

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

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

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

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles