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Automation Risk Analysis

Will “Claims Representative” 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 Representative” 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 Representative” 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 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.

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

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

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

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

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

  • Collect evidence to support contested claims in court.

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

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

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

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

  • Obtain credit information from banks and other credit services.

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

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

  • 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.

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

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

  • Attend mediations or trials.

  • Confer with legal counsel on claims requiring litigation.

  • 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.

  • Report overpayments, underpayments, and other irregularities.

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

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles