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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

  • Confer with legal counsel on claims requiring litigation.

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

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

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

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

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

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

  • 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.

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

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

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

  • Obtain credit information from banks and other credit services.

  • Collect evidence to support contested claims in court.

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

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

  • Report overpayments, underpayments, and other irregularities.

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

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

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

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

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

  • 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.

  • Pay and process claims within designated authority level.

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

  • Attend mediations or trials.

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

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

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

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

Technologies & Software

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

Alternative Job Titles