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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

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

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

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

  • Obtain credit information from banks and other credit services.

  • Collect evidence to support contested claims in court.

  • 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.

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

  • Pay and process claims within designated authority level.

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

  • Report overpayments, underpayments, and other irregularities.

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

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

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

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

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

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

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

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

  • 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.

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

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

  • 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.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles