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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

  • Report overpayments, underpayments, and other irregularities.

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

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

  • 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.

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

  • Obtain credit information from banks and other credit services.

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

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

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

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

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

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

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

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

  • Attend mediations or trials.

  • Pay and process claims within designated authority level.

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

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

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

  • 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.

  • 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 forms and other records to determine insurance coverage.

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

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

  • Collect evidence to support contested claims in court.

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

Technologies & Software

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

Alternative Job Titles