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Automation Risk Analysis

Will “Claims 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%

“Claims 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%

“Claims 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

  • 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.

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

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

  • Obtain credit information from banks and other credit services.

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

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

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

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

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

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

  • Confer with legal counsel on claims requiring litigation.

  • Report overpayments, underpayments, and other irregularities.

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

  • 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.

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

  • 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.

  • Pay and process claims within designated authority level.

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

  • Collect evidence to support contested claims in court.

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

  • 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.

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

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

  • Attend mediations or trials.

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

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

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

Technologies & Software

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

Alternative Job Titles