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Automation Risk Analysis

Will “Corporate 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%

“Corporate 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%

“Corporate 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

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

  • 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.

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

  • Report overpayments, underpayments, and other irregularities.

  • Pay and process claims within designated authority level.

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

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

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

  • 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.

  • 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.

  • 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.

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

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

  • Attend mediations or trials.

  • Confer with legal counsel on claims requiring litigation.

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

  • Obtain credit information from banks and other credit services.

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

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

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

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

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

  • Collect evidence to support contested claims in court.

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

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

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

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

Technologies & Software

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

Alternative Job Titles