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Automation Risk Analysis

Will “Litigation Examiner” 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 Examiner” 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 Examiner” 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.

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

  • Confer with legal counsel on claims requiring litigation.

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

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

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

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

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

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

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

  • Pay and process claims within designated authority level.

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

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

  • Collect evidence to support contested claims in court.

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

  • 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.

  • Attend mediations or trials.

  • Obtain credit information from banks and other credit services.

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

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

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

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

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

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

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

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

  • Report overpayments, underpayments, and other irregularities.

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

Technologies & Software

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

Alternative Job Titles