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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

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

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

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

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

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

  • Attend mediations or trials.

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

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

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

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

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

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

  • Pay and process claims within designated authority level.

  • Report overpayments, underpayments, and other irregularities.

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

  • Obtain credit information from banks and other credit services.

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

  • 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.

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

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

  • 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.

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

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

  • 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.

  • Confer with legal counsel on claims requiring litigation.

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

  • Collect evidence to support contested claims in court.

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

Technologies & Software

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

Alternative Job Titles