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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

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

  • 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.

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

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

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

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

  • Pay and process claims within designated authority level.

  • 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.

  • 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.

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

  • 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.

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

  • Report overpayments, underpayments, and other irregularities.

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

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

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

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

  • Attend mediations or trials.

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

  • Confer with legal counsel on claims requiring litigation.

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

  • Collect evidence to support contested claims in court.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles