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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

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

  • Attend mediations or trials.

  • 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.

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

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

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

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

  • Obtain credit information from banks and other credit services.

  • Report overpayments, underpayments, and other irregularities.

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

  • Pay and process claims within designated authority level.

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

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

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

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

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

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

  • Confer with legal counsel on claims requiring litigation.

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

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

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

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

  • 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.

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

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

  • 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.

  • 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.

Technologies & Software

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

Alternative Job Titles