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Automation Risk Analysis

Will “Insurance 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%

“Insurance 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%

“Insurance 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

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

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

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

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

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

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

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

  • Collect evidence to support contested claims in court.

  • Obtain credit information from banks and other credit services.

  • Attend mediations or trials.

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

  • Report overpayments, underpayments, and other irregularities.

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

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

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

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

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

  • 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.

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

  • 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.

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

  • Confer with legal counsel on claims requiring litigation.

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

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

  • 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.

  • 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.

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

Technologies & Software

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

Alternative Job Titles