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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

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

  • Confer with legal counsel on claims requiring litigation.

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

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

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

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

  • Attend mediations or trials.

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

  • Report overpayments, underpayments, and other irregularities.

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

  • 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.

  • Obtain credit information from banks and other credit services.

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

  • 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.

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

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

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

  • Pay and process claims within designated authority level.

  • Collect evidence to support contested claims in court.

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

  • 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.

  • 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.

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles