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Automation Risk Analysis

Will “Litigation 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%

“Litigation 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%

“Litigation 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

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

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

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

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

  • 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.

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

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

  • Obtain credit information from banks and other credit services.

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

  • Attend mediations or trials.

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

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

  • Confer with legal counsel on claims requiring litigation.

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

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

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

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

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

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

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

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

  • Report overpayments, underpayments, and other irregularities.

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

  • 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.

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

  • Pay and process claims within designated authority level.

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

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

  • Collect evidence to support contested claims in court.

Technologies & Software

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

Alternative Job Titles