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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

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

  • Report overpayments, underpayments, and other irregularities.

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

  • 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.

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

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

  • Confer with legal counsel on claims requiring litigation.

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

  • 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.

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

  • Obtain credit information from banks and other credit services.

  • Attend mediations or trials.

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

  • 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.

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

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

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

  • Pay and process claims within designated authority level.

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

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

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

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

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles