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Automation Risk Analysis

Will “Workers' Compensation 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%

“Workers' Compensation 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%

“Workers' Compensation 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

  • 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.

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

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

  • Collect evidence to support contested claims in court.

  • 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.

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

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

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

  • 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.

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

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

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

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

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

  • Obtain credit information from banks and other credit services.

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

  • Confer with legal counsel on claims requiring litigation.

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

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

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

  • 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.

  • Attend mediations or trials.

  • Report overpayments, underpayments, and other irregularities.

  • Pay and process claims within designated authority level.

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

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

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

Technologies & Software

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

Alternative Job Titles