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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 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.

  • Pay and process claims within designated authority level.

  • 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.

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

  • Collect evidence to support contested claims in court.

  • Attend mediations or trials.

  • Report overpayments, underpayments, and other irregularities.

  • Confer with legal counsel on claims requiring litigation.

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

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

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

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

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

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

  • 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.

  • 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 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.

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

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

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles