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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.

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

  • Report overpayments, underpayments, and other irregularities.

  • Attend mediations or trials.

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

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

  • Collect evidence to support contested claims in court.

  • 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.

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

  • 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.

  • Pay and process claims within designated authority level.

  • 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.

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

  • 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.

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

  • Confer with legal counsel on claims requiring litigation.

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

  • 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.

  • 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.

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles