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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

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

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

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

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

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

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

  • Confer with legal counsel on claims requiring litigation.

  • 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.

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

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

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

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

  • 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.

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

  • Obtain credit information from banks and other credit services.

  • 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.

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

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

  • 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.

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

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

  • Report overpayments, underpayments, and other irregularities.

  • Attend mediations or trials.

  • Collect evidence to support contested claims in court.

  • Pay and process claims within designated authority level.

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

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

Technologies & Software

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

Alternative Job Titles