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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

  • Collect evidence to support contested claims in court.

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

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

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

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

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

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

  • 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.

  • Attend mediations or trials.

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

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

  • Confer with legal counsel on claims requiring litigation.

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

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

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

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

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

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

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

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

  • Pay and process claims within designated authority level.

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

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

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

  • Obtain credit information from banks and other credit services.

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

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

  • 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.

  • Report overpayments, underpayments, and other irregularities.

Technologies & Software

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

Alternative Job Titles